BibTeX records: Ryan Baker 0001

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@inproceedings{DBLP:conf/lak/CloudeKBF24,
  author       = {Elizabeth B. Cloude and
                  Pranshu Kumar and
                  Ryan Shaun Baker and
                  Eric Fouh},
  title        = {Novice programmers inaccurately monitor the quality of their work
                  and their peers' work in an introductory computer science course},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {35--45},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636848},
  doi          = {10.1145/3636555.3636848},
  timestamp    = {Thu, 28 Mar 2024 14:18:58 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/CloudeKBF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/HuttDWRBHSO024,
  author       = {Stephen Hutt and
                  Allison DePiro and
                  Joann Wang and
                  Sam Rhodes and
                  Ryan Shaun Baker and
                  Grayson Hieb and
                  Sheela Sethuraman and
                  Jaclyn Ocumpaugh and
                  Caitlin Mills},
  title        = {Feedback on Feedback: Comparing Classic Natural Language Processing
                  and Generative {AI} to Evaluate Peer Feedback},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {55--65},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636850},
  doi          = {10.1145/3636555.3636850},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/HuttDWRBHSO024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ZambranoB24,
  author       = {Andres Felipe Zambrano and
                  Ryan Shaun Baker},
  title        = {Long-Term Prediction from Topic-Level Knowledge and Engagement in
                  Mathematics Learning},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {66--77},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636851},
  doi          = {10.1145/3636555.3636851},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/ZambranoB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/BelitzLNFRA0OB24,
  author       = {Clara Belitz and
                  Haejin Lee and
                  Nidhi Nasiar and
                  Stephen E. Fancsali and
                  Steve Ritter and
                  Husni Almoubayyed and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Nigel Bosch},
  title        = {Hierarchical Dependencies in Classroom Settings Influence Algorithmic
                  Bias Metrics},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {210--218},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636869},
  doi          = {10.1145/3636555.3636869},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/BelitzLNFRA0OB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/CloudeMAO0B24,
  author       = {Elizabeth B. Cloude and
                  Anabil Munshi and
                  J. M. Alexandra Andres and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Gautam Biswas},
  title        = {Exploring Confusion and Frustration as Non-linear Dynamical Systems},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {241--252},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636875},
  doi          = {10.1145/3636555.3636875},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/CloudeMAO0B24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ZambranoZ024,
  author       = {Andres Felipe Zambrano and
                  Jiayi Zhang and
                  Ryan S. Baker},
  title        = {Investigating Algorithmic Bias on Bayesian Knowledge Tracing and Carelessness
                  Detectors},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {349--359},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636890},
  doi          = {10.1145/3636555.3636890},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/ZambranoZ024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/Borchers00A24,
  author       = {Conrad Borchers and
                  Jiayi Zhang and
                  Ryan S. Baker and
                  Vincent Aleven},
  title        = {Using Think-Aloud Data to Understand Relations between Self-Regulation
                  Cycle Characteristics and Student Performance in Intelligent Tutoring
                  Systems},
  booktitle    = {Proceedings of the 14th Learning Analytics and Knowledge Conference,
                  {LAK} 2024, Kyoto, Japan, March 18-22, 2024},
  pages        = {529--539},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3636555.3636911},
  doi          = {10.1145/3636555.3636911},
  timestamp    = {Thu, 28 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/Borchers00A24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/Cloude0BF24,
  author       = {Elizabeth B. Cloude and
                  Jiayi Zhang and
                  Ryan Shaun Baker and
                  Eric Fouh},
  editor       = {Ben Stephenson and
                  Jeffrey A. Stone and
                  Lina Battestilli and
                  Samuel A. Rebelsky and
                  Libby Shoop},
  title        = {Procrastination vs. Active Delay: How Students Prepare to Code in
                  Introductory Programming},
  booktitle    = {Proceedings of the 55th {ACM} Technical Symposium on Computer Science
                  Education, {SIGCSE} 2024, Volume 1, Portland, OR, USA, March 20-23,
                  2024},
  pages        = {214--220},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3626252.3630907},
  doi          = {10.1145/3626252.3630907},
  timestamp    = {Wed, 27 Mar 2024 16:57:37 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcse/Cloude0BF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/Baker23,
  author       = {Ryan S. Baker},
  title        = {{AI} and self-regulated learning theory: What could be on the horizon?},
  journal      = {Comput. Hum. Behav.},
  volume       = {147},
  pages        = {107849},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.chb.2023.107849},
  doi          = {10.1016/J.CHB.2023.107849},
  timestamp    = {Fri, 18 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/chb/Baker23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crossroads/Baker23,
  author       = {Ryan S. Baker},
  title        = {Learning Analytics: An Opportunity for Education},
  journal      = {{XRDS}},
  volume       = {29},
  number       = {3},
  pages        = {18--21},
  year         = {2023},
  url          = {https://doi.org/10.1145/3589636},
  doi          = {10.1145/3589636},
  timestamp    = {Tue, 18 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/crossroads/Baker23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/BelitzORBFB23,
  author       = {Clara Belitz and
                  Jaclyn Ocumpaugh and
                  Steven Ritter and
                  Ryan S. Baker and
                  Stephen E. Fancsali and
                  Nigel Bosch},
  title        = {Constructing categories: Moving beyond protected classes in algorithmic
                  fairness},
  journal      = {J. Assoc. Inf. Sci. Technol.},
  volume       = {74},
  number       = {6},
  pages        = {663--668},
  year         = {2023},
  url          = {https://doi.org/10.1002/asi.24643},
  doi          = {10.1002/ASI.24643},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jasis/BelitzORBFB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcal/MunshiBBOHP23,
  author       = {Anabil Munshi and
                  Gautam Biswas and
                  Ryan Baker and
                  Jaclyn Ocumpaugh and
                  Stephen Hutt and
                  Luc Paquette},
  title        = {Analysing adaptive scaffolds that help students develop self-regulated
                  learning behaviours},
  journal      = {J. Comput. Assist. Learn.},
  volume       = {39},
  number       = {2},
  pages        = {351--368},
  year         = {2023},
  url          = {https://doi.org/10.1111/jcal.12761},
  doi          = {10.1111/JCAL.12761},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcal/MunshiBBOHP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/KarumbaiahBOA23,
  author       = {Shamya Karumbaiah and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Juliana Ma. Alexandra L. Andres},
  title        = {A Re-Analysis and Synthesis of Data on Affect Dynamics in Learning},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {14},
  number       = {2},
  pages        = {1696--1710},
  year         = {2023},
  url          = {https://doi.org/10.1109/TAFFC.2021.3086118},
  doi          = {10.1109/TAFFC.2021.3086118},
  timestamp    = {Thu, 15 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/KarumbaiahBOA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/ValienteKBML23,
  author       = {Jos{\'{e}} A. Ruip{\'{e}}rez Valiente and
                  Yoon Jeon Kim and
                  Ryan S. Baker and
                  Pedro A. Mart{\'{\i}}nez and
                  Grace C. Lin},
  title        = {The Affordances of Multivariate Elo-Based Learner Modeling in Game-Based
                  Assessment},
  journal      = {{IEEE} Trans. Learn. Technol.},
  volume       = {16},
  number       = {2},
  pages        = {152--165},
  year         = {2023},
  url          = {https://doi.org/10.1109/TLT.2022.3203912},
  doi          = {10.1109/TLT.2022.3203912},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tlt/ValienteKBML23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/ZambranoBL23,
  author       = {Andres Felipe Zambrano and
                  Ryan S. Baker and
                  Andrew S. Lan},
  title        = {Active Learning for a Classroom Observer who Can't Time Travel},
  booktitle    = {11th International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2023 - Workshops and Demos, Cambridge, MA, USA,
                  September 10-13, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACIIW59127.2023.10388151},
  doi          = {10.1109/ACIIW59127.2023.10388151},
  timestamp    = {Wed, 31 Jan 2024 20:36:45 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/ZambranoBL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/SteeHBAO23,
  author       = {Elena G. van Stee and
                  Taylor Heath and
                  Ryan Shaun Baker and
                  Juliana Ma. Alexandra L. Andres and
                  Jaclyn Ocumpaugh},
  editor       = {Ning Wang and
                  Genaro Rebolledo{-}Mendez and
                  Noboru Matsuda and
                  Olga C. Santos and
                  Vania Dimitrova},
  title        = {Help Seekers vs. Help Accepters: Understanding Student Engagement
                  with a Mentor Agent},
  booktitle    = {Artificial Intelligence in Education - 24th International Conference,
                  {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13916},
  pages        = {139--150},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36272-9\_12},
  doi          = {10.1007/978-3-031-36272-9\_12},
  timestamp    = {Fri, 04 Aug 2023 15:27:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/SteeHBAO23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/NasiarBZZH23,
  author       = {Nidhi Nasiar and
                  Ryan Shaun Baker and
                  Yishan Zou and
                  Jiayi Zhang and
                  Stephen Hutt},
  editor       = {Ning Wang and
                  Genaro Rebolledo{-}Mendez and
                  Vania Dimitrova and
                  Noboru Matsuda and
                  Olga C. Santos},
  title        = {Modeling Problem-Solving Strategy Invention {(PSSI)} Behavior in an
                  Online Math Environment},
  booktitle    = {Artificial Intelligence in Education. Posters and Late Breaking Results,
                  Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
                  Doctoral Consortium and Blue Sky - 24th International Conference,
                  {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1831},
  pages        = {453--459},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36336-8\_70},
  doi          = {10.1007/978-3-031-36336-8\_70},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/NasiarBZZH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/Pankiewicz0O23,
  author       = {Maciej Pankiewicz and
                  Ryan Baker and
                  Jaclyn Ocumpaugh},
  editor       = {Ning Wang and
                  Genaro Rebolledo{-}Mendez and
                  Vania Dimitrova and
                  Noboru Matsuda and
                  Olga C. Santos},
  title        = {Using Intelligent Tutoring on the First Steps of Learning to Program:
                  Affective and Learning Outcomes},
  booktitle    = {Artificial Intelligence in Education. Posters and Late Breaking Results,
                  Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
                  Doctoral Consortium and Blue Sky - 24th International Conference,
                  {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1831},
  pages        = {593--598},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36336-8\_92},
  doi          = {10.1007/978-3-031-36336-8\_92},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/Pankiewicz0O23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bea/GonzalezLJRZAWM23,
  author       = {Hannah Gonzalez and
                  Jiening Li and
                  Helen Jin and
                  Jiaxuan Ren and
                  Hongyu Zhang and
                  Ayotomiwa Akinyele and
                  Adrian Wang and
                  Eleni Miltsakaki and
                  Ryan S. Baker and
                  Chris Callison{-}Burch},
  editor       = {Ekaterina Kochmar and
                  Jill Burstein and
                  Andrea Horbach and
                  Ronja Laarmann{-}Quante and
                  Nitin Madnani and
                  Ana{\"{\i}}s Tack and
                  Victoria Yaneva and
                  Zheng Yuan and
                  Torsten Zesch},
  title        = {Automatically Generated Summaries of Video Lectures May Enhance Students'
                  Learning Experience},
  booktitle    = {Proceedings of the 18th Workshop on Innovative Use of {NLP} for Building
                  Educational Applications, BEA@ACL 2023, Toronto, Canada, 13 July 2023},
  pages        = {382--393},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.bea-1.31},
  doi          = {10.18653/V1/2023.BEA-1.31},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bea/GonzalezLJRZAWM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chiplay/LiuSASSGB23,
  author       = {Xiner Liu and
                  Stefan Slater and
                  Juliana Ma. Alexandra L. Andres and
                  Luke Swanson and
                  Jennifer Scianna and
                  David Gagnon and
                  Ryan Shaun Baker},
  editor       = {Jim Wallace and
                  Jennifer R. Whitson and
                  Beth Bonsignore and
                  Julian Frommel and
                  Erik Harpstead},
  title        = {Struggling to Detect Struggle in Students Playing a Science Exploration
                  Game},
  booktitle    = {Companion Proceedings of the Annual Symposium on Computer-Human Interaction
                  in Play, {CHI} {PLAY} Companion 2023, Stratford, ON, Canada, October
                  10-13, 2023},
  pages        = {83--88},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3573382.3616080},
  doi          = {10.1145/3573382.3616080},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chiplay/LiuSASSGB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttD023,
  author       = {Stephen Hutt and
                  Sanchari Das and
                  Ryan Baker},
  editor       = {Mingyu Feng and
                  Tanja K{\"{a}}ser and
                  Partha P. Talukdar and
                  Rakesh Agrawal and
                  Y. Narahari and
                  Mykola Pechenizkiy},
  title        = {The Right To Be Forgotten and Educational Data Mining: Challenges
                  and Paths Forward},
  booktitle    = {Proceedings of the 16th International Conference on Educational Data
                  Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
  publisher    = {International Educational Data Mining Society},
  year         = {2023},
  url          = {https://educationaldatamining.org/2023.EDM-short-papers.23/index.html},
  timestamp    = {Mon, 11 Mar 2024 16:00:17 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HuttD023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Svabensky0ZZS23,
  author       = {Valdemar Sv{\'{a}}bensk{\'{y}} and
                  Ryan Baker and
                  Andr{\'{e}}s Zambrano and
                  Yishan Zou and
                  Stefan Slater},
  editor       = {Mingyu Feng and
                  Tanja K{\"{a}}ser and
                  Partha P. Talukdar and
                  Rakesh Agrawal and
                  Y. Narahari and
                  Mykola Pechenizkiy},
  title        = {Towards Generalizable Detection of Urgency of Discussion Forum Posts},
  booktitle    = {Proceedings of the 16th International Conference on Educational Data
                  Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023},
  publisher    = {International Educational Data Mining Society},
  year         = {2023},
  url          = {https://educationaldatamining.org/2023.EDM-short-papers.29/index.html},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Svabensky0ZZS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/CloudeBF23,
  author       = {Elizabeth B. Cloude and
                  Ryan Shaun Baker and
                  Eric Fouh},
  title        = {Online help-seeking occurring in multiple computer-mediated conversations
                  affects grades in an introductory programming course},
  booktitle    = {{LAK} 2023: 13th International Learning Analytics and Knowledge Conference,
                  LAK2023, Arlington, TX, USA, March 13-17, 2023},
  pages        = {378--387},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3576050.3576106},
  doi          = {10.1145/3576050.3576106},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/CloudeBF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/WongB0HM23,
  author       = {Aaron Y. Wong and
                  Richard L. Bryck and
                  Ryan S. Baker and
                  Stephen Hutt and
                  Caitlin Mills},
  title        = {Using a Webcam Based Eye-tracker to Understand Students' Thought Patterns
                  and Reading Behaviors in Neurodivergent Classrooms},
  booktitle    = {{LAK} 2023: 13th International Learning Analytics and Knowledge Conference,
                  LAK2023, Arlington, TX, USA, March 13-17, 2023},
  pages        = {453--463},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3576050.3576115},
  doi          = {10.1145/3576050.3576115},
  timestamp    = {Sun, 17 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/WongB0HM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/Andres-BrayHB23,
  author       = {Juan Miguel L. Andres{-}Bray and
                  Stephen Hutt and
                  Ryan Shaun Baker},
  editor       = {Daniel Spikol and
                  Olga Viberg and
                  Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
                  Philip J. Guo},
  title        = {Exploring Cross-Country Prediction Model Generalizability in MOOCs},
  booktitle    = {Proceedings of the Tenth {ACM} Conference on Learning @ Scale, Copenhagen,
                  Denmark, July 20-22, 2023},
  pages        = {183--194},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3573051.3593380},
  doi          = {10.1145/3573051.3593380},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/Andres-BrayHB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/0001HWLBRMMBMK023,
  author       = {Steven Ritter and
                  Neil T. Heffernan and
                  Joseph Jay Williams and
                  Derek Lomas and
                  Klinton Bicknell and
                  Jeremy Roschelle and
                  Ben Motz and
                  Danielle S. McNamara and
                  Richard G. Baraniuk and
                  Debshila Basu Mallick and
                  Ren{\'{e}} F. Kizilcec and
                  Ryan Baker and
                  Stephen Fancsali and
                  April Murphy},
  editor       = {Daniel Spikol and
                  Olga Viberg and
                  Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
                  Philip J. Guo},
  title        = {Fourth Annual Workshop on {A/B} Testing and Platform-Enabled Learning
                  Research},
  booktitle    = {Proceedings of the Tenth {ACM} Conference on Learning @ Scale, Copenhagen,
                  Denmark, July 20-22, 2023},
  pages        = {254--256},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3573051.3593397},
  doi          = {10.1145/3573051.3593397},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/0001HWLBRMMBMK023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/Zhang0F23,
  author       = {Jiayi Zhang and
                  Ryan S. Baker and
                  Thomas A. Farmer},
  editor       = {Daniel Spikol and
                  Olga Viberg and
                  Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
                  Philip J. Guo},
  title        = {No Benefit for High-Dosage Time Management Interventions in Online
                  Courses},
  booktitle    = {Proceedings of the Tenth {ACM} Conference on Learning @ Scale, Copenhagen,
                  Denmark, July 20-22, 2023},
  pages        = {302--305},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3573051.3596176},
  doi          = {10.1145/3573051.3596176},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/Zhang0F23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00150,
  author       = {Maciej Pankiewicz and
                  Ryan Shaun Baker},
  title        = {Large Language Models {(GPT)} for automating feedback on programming
                  assignments},
  journal      = {CoRR},
  volume       = {abs/2307.00150},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.00150},
  doi          = {10.48550/ARXIV.2307.00150},
  eprinttype    = {arXiv},
  eprint       = {2307.00150},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-00150.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07614,
  author       = {Valdemar Sv{\'{a}}bensk{\'{y}} and
                  Ryan S. Baker and
                  Andr{\'{e}}s Zambrano and
                  Yishan Zou and
                  Stefan Slater},
  title        = {Towards Generalizable Detection of Urgency of Discussion Forum Posts},
  journal      = {CoRR},
  volume       = {abs/2307.07614},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.07614},
  doi          = {10.48550/ARXIV.2307.07614},
  eprinttype    = {arXiv},
  eprint       = {2307.07614},
  timestamp    = {Tue, 25 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-07614.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14096,
  author       = {Yan Tao and
                  Olga Viberg and
                  Ryan Shaun Baker and
                  Ren{\'{e}} F. Kizilcec},
  title        = {Auditing and Mitigating Cultural Bias in LLMs},
  journal      = {CoRR},
  volume       = {abs/2311.14096},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.14096},
  doi          = {10.48550/ARXIV.2311.14096},
  eprinttype    = {arXiv},
  eprint       = {2311.14096},
  timestamp    = {Thu, 30 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-14096.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05675,
  author       = {Conrad Borchers and
                  Jiayi Zhang and
                  Ryan Shaun Baker and
                  Vincent Aleven},
  title        = {Using Think-Aloud Data to Understand Relations between Self-Regulation
                  Cycle Characteristics and Student Performance in Intelligent Tutoring
                  Systems},
  journal      = {CoRR},
  volume       = {abs/2312.05675},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.05675},
  doi          = {10.48550/ARXIV.2312.05675},
  eprinttype    = {arXiv},
  eprint       = {2312.05675},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-05675.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/Rebolledo-Mendez22,
  author       = {Genaro Rebolledo{-}Mendez and
                  N. Sofia Huerta{-}Pacheco and
                  Ryan S. Baker and
                  Benedict du Boulay},
  title        = {Meta-Affective Behaviour within an Intelligent Tutoring System for
                  Mathematics},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {32},
  number       = {1},
  pages        = {174--195},
  year         = {2022},
  url          = {https://doi.org/10.1007/s40593-021-00247-1},
  doi          = {10.1007/S40593-021-00247-1},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/Rebolledo-Mendez22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/NawazSYKKBB22,
  author       = {Sadia Nawaz and
                  Namrata Srivastava and
                  Ji Hyun Yu and
                  Anam Ahmad Khan and
                  Gregor E. Kennedy and
                  James Bailey and
                  Ryan Shaun Baker},
  title        = {How Difficult is the Task for you? Modelling and Analysis of Students'
                  Task Difficulty Sequences in a Simulation-Based {POE} Environment},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {32},
  number       = {2},
  pages        = {233--262},
  year         = {2022},
  url          = {https://doi.org/10.1007/s40593-021-00242-6},
  doi          = {10.1007/S40593-021-00242-6},
  timestamp    = {Mon, 08 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/NawazSYKKBB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/KarumbaiahOB22,
  author       = {Shamya Karumbaiah and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker},
  title        = {Context Matters: Differing Implications of Motivation and Help-Seeking
                  in Educational Technology},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {32},
  number       = {3},
  pages        = {685--724},
  year         = {2022},
  url          = {https://doi.org/10.1007/s40593-021-00272-0},
  doi          = {10.1007/S40593-021-00272-0},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/KarumbaiahOB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/BakerH22,
  author       = {Ryan S. Baker and
                  Aaron Hawn},
  title        = {Algorithmic Bias in Education},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {32},
  number       = {4},
  pages        = {1052--1092},
  year         = {2022},
  url          = {https://doi.org/10.1007/s40593-021-00285-9},
  doi          = {10.1007/S40593-021-00285-9},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/BakerH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/HuttBAAB22,
  author       = {Stephen Hutt and
                  Ryan S. Baker and
                  Michael Mogessie Ashenafi and
                  Juan Miguel L. Andres{-}Bray and
                  Christopher Brooks},
  title        = {Controlled outputs, full data: {A} privacy-protecting infrastructure
                  for {MOOC} data},
  journal      = {Br. J. Educ. Technol.},
  volume       = {53},
  number       = {4},
  pages        = {756--775},
  year         = {2022},
  url          = {https://doi.org/10.1111/bjet.13231},
  doi          = {10.1111/BJET.13231},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bjet/HuttBAAB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/RahimiSFBKYSBD22,
  author       = {Seyedahmad Rahimi and
                  Valerie J. Shute and
                  Curt Fulwider and
                  Katie Bainbridge and
                  Renata Kuba and
                  Xiaotong Yang and
                  Ginny L. Smith and
                  Ryan S. Baker and
                  Sidney K. D'Mello},
  title        = {Timing of learning supports in educational games can impact students'
                  outcomes},
  journal      = {Comput. Educ.},
  volume       = {190},
  pages        = {104600},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.compedu.2022.104600},
  doi          = {10.1016/J.COMPEDU.2022.104600},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ce/RahimiSFBKYSBD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/NasiarBLG22,
  author       = {Nidhi Nasiar and
                  Ryan S. Baker and
                  Jillian Li and
                  Weiyi Gong},
  editor       = {Maria Mercedes T. Rodrigo and
                  Noboru Matsuda and
                  Alexandra I. Cristea and
                  Vania Dimitrova},
  title        = {How do {A/B} Testing and Secondary Data Analysis on {AIED} Systems
                  Influence Future Research?},
  booktitle    = {Artificial Intelligence in Education - 23rd International Conference,
                  {AIED} 2022, Durham, UK, July 27-31, 2022, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13355},
  pages        = {115--126},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11644-5\_10},
  doi          = {10.1007/978-3-031-11644-5\_10},
  timestamp    = {Fri, 16 Feb 2024 09:01:51 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/NasiarBLG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/SlaterBSB22,
  author       = {Stefan Slater and
                  Ryan Baker and
                  Valerie Shute and
                  Alex J. Bowers},
  editor       = {Maria Mercedes T. Rodrigo and
                  Noboru Matsuda and
                  Alexandra I. Cristea and
                  Vania Dimitrova},
  title        = {Engagement-Based Player Typologies Describe Game-Based Learning Outcomes},
  booktitle    = {Artificial Intelligence in Education. Posters and Late Breaking Results,
                  Workshops and Tutorials, Industry and Innovation Tracks, Practitioners'
                  and Doctoral Consortium - 23rd International Conference, {AIED} 2022,
                  Durham, UK, July 27-31, 2022, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13356},
  pages        = {325--328},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11647-6\_62},
  doi          = {10.1007/978-3-031-11647-6\_62},
  timestamp    = {Fri, 16 Feb 2024 09:02:05 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/SlaterBSB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/LiZMB22,
  author       = {Yuanyuan Li and
                  Xiaotian Zou and
                  Zhenjun Ma and
                  Ryan S. Baker},
  editor       = {Maria Mercedes T. Rodrigo and
                  Noboru Matsuda and
                  Alexandra I. Cristea and
                  Vania Dimitrova},
  title        = {A Multi-pronged Redesign to Reduce Gaming the System},
  booktitle    = {Artificial Intelligence in Education. Posters and Late Breaking Results,
                  Workshops and Tutorials, Industry and Innovation Tracks, Practitioners'
                  and Doctoral Consortium - 23rd International Conference, {AIED} 2022,
                  Durham, UK, July 27-31, 2022, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13356},
  pages        = {334--337},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11647-6\_64},
  doi          = {10.1007/978-3-031-11647-6\_64},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/LiZMB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/0004AH0O0BSY22,
  author       = {Jiayi Zhang and
                  Juliana Ma. Alexandra L. Andres and
                  Stephen Hutt and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Caitlin Mills and
                  Jamiella Brooks and
                  Sheela Sethuraman and
                  Tyron Young},
  editor       = {Antonija Mitrovic and
                  Nigel Bosch and
                  Alexandra I. Cristea and
                  Chris Brown},
  title        = {Detecting {SMART} Model Cognitive Operations in Mathematical Problem-Solving
                  Process},
  booktitle    = {Proceedings of the 15th International Conference on Educational Data
                  Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
  publisher    = {International Educational Data Mining Society},
  year         = {2022},
  url          = {https://educationaldatamining.org/2022.EDM-long-papers.7/index.html},
  timestamp    = {Mon, 26 Feb 2024 16:21:22 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/0004AH0O0BSY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Karumbaiah00SCC22,
  author       = {Shamya Karumbaiah and
                  Jiayi Zhang and
                  Ryan Baker and
                  Richard Scruggs and
                  Whitney L. Cade and
                  Margaret Clements and
                  Shuqiong Lin},
  editor       = {Antonija Mitrovic and
                  Nigel Bosch and
                  Alexandra I. Cristea and
                  Chris Brown},
  title        = {Using Neural Network-Based Knowledge Tracing for a Learning System
                  with Unreliable Skill Tags},
  booktitle    = {Proceedings of the 15th International Conference on Educational Data
                  Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
  publisher    = {International Educational Data Mining Society},
  year         = {2022},
  url          = {https://educationaldatamining.org/2022.EDM-short-papers.29/index.html},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Karumbaiah00SCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Levin0NFH22,
  author       = {Nathan Levin and
                  Ryan Baker and
                  Nidhi Nasiar and
                  Stephen Fancsali and
                  Stephen Hutt},
  editor       = {Antonija Mitrovic and
                  Nigel Bosch and
                  Alexandra I. Cristea and
                  Chris Brown},
  title        = {Evaluating Gaming Detector Model Robustness Over Time},
  booktitle    = {Proceedings of the 15th International Conference on Educational Data
                  Mining, {EDM} 2022, Durham, UK, July 24-27, 2022},
  publisher    = {International Educational Data Mining Society},
  year         = {2022},
  url          = {https://educationaldatamining.org/2022.EDM-short-papers.38/index.html},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Levin0NFH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/WangMBL22,
  author       = {Karen Wang and
                  Zhenjun Ma and
                  Ryan S. Baker and
                  Yuanyuan Li},
  editor       = {Robert A. Sottilare and
                  Jessica Schwarz},
  title        = {Iterative Refinement of an {AIS} Rewards System},
  booktitle    = {Adaptive Instructional Systems - 4th International Conference, {AIS}
                  2022, Held as Part of the 24th {HCI} International Conference, {HCII}
                  2022, Virtual Event, June 26 - July 1, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13332},
  pages        = {113--125},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-05887-5\_9},
  doi          = {10.1007/978-3-031-05887-5\_9},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hci/WangMBL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/Karumbaiah0TL22,
  author       = {Shamya Karumbaiah and
                  Ryan Baker and
                  Yan Tao and
                  Ziyang Liu},
  title        = {How does Students' Affect in Virtual Learning Relate to Their Outcomes?
                  {A} Systematic Review Challenging the Positive-Negative Dichotomy},
  booktitle    = {{LAK} 2022: 12th International Learning Analytics and Knowledge Conference,
                  Online Event, USA, March 21 - 25, 2022},
  pages        = {24--33},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3506860.3506863},
  doi          = {10.1145/3506860.3506863},
  timestamp    = {Mon, 07 Mar 2022 08:57:34 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/Karumbaiah0TL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/RitterHWLMMBMKR22,
  author       = {Steven Ritter and
                  Neil T. Heffernan and
                  Joseph Jay Williams and
                  Derek Lomas and
                  Ben Motz and
                  Debshila Basu Mallick and
                  Klinton Bicknell and
                  Danielle S. McNamara and
                  Ren{\'{e}} F. Kizilcec and
                  Jeremy Roschelle and
                  Richard G. Baraniuk and
                  Ryan Baker},
  editor       = {Ren{\'{e}} F. Kizilcec and
                  Katie Davis and
                  Xavier Ochoa},
  title        = {Third Annual Workshop on {A/B} Testing and Platform-Enabled Learning
                  Research},
  booktitle    = {L@S'22: Ninth {ACM} Conference on Learning @ Scale, New York City,
                  NY, USA, June 1 - 3, 2022},
  pages        = {252--254},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3491140.3528288},
  doi          = {10.1145/3491140.3528288},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/RitterHWLMMBMKR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwmoocs/BakerHAV22,
  author       = {Ryan Baker and
                  Stephen Hutt and
                  Michael Mogessie Ashenafi and
                  Haripriya Valayaputtar},
  title        = {Research Using the {MOOC} Replication Framework and {E-TRIALS}},
  booktitle    = {{IEEE} Learning with MOOCS, {LWMOOCS} 2022, Antigua Guatemala, Guatemala,
                  September 29-30, 2022},
  pages        = {131--136},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/LWMOOCS53067.2022.9927934},
  doi          = {10.1109/LWMOOCS53067.2022.9927934},
  timestamp    = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lwmoocs/BakerHAV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/ZhangCI0F21,
  author       = {Jiayi Zhang and
                  Taylor Cunningham and
                  Rashmi Iyer and
                  Ryan Baker and
                  Eric Fouh},
  editor       = {Larry Merkle and
                  Maureen Doyle and
                  Judithe Sheard and
                  Leen{-}Kiat Soh and
                  Brian Dorn},
  title        = {Exploring the Impact of Voluntary Practice and Procrastination in
                  an Introductory Programming Course},
  booktitle    = {{SIGCSE} 2022: The 53rd {ACM} Technical Symposium on Computer Science
                  Education, Providence, RI, USA, March 3-5, 2022, Volume 1},
  pages        = {356--361},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3478431.3499350},
  doi          = {10.1145/3478431.3499350},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcse/ZhangCI0F21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09906,
  author       = {David J. Gagnon and
                  Ryan S. Baker and
                  Sarah Gagnon and
                  Luke Swanson and
                  Nick Spevacek and
                  Juliana Ma. Alexandra L. Andres and
                  Erik Harpstead and
                  Jennifer Scianna and
                  Stefan Slater and
                  Maria Ofelia Clarissa Z. San Pedro},
  title        = {Exploring players' experience of humor and snark in a grade 3-6 history
                  practices game},
  journal      = {CoRR},
  volume       = {abs/2210.09906},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.09906},
  doi          = {10.48550/ARXIV.2210.09906},
  eprinttype    = {arXiv},
  eprint       = {2210.09906},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-09906.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caeai/BakerGK21,
  author       = {Ryan S. Baker and
                  Dragan Gasevic and
                  Shamya Karumbaiah},
  title        = {Four paradigms in learning analytics: Why paradigm convergence matters},
  journal      = {Comput. Educ. Artif. Intell.},
  volume       = {2},
  pages        = {100021},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.caeai.2021.100021},
  doi          = {10.1016/J.CAEAI.2021.100021},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/caeai/BakerGK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/Asbell-ClarkeRA21,
  author       = {Jodi Asbell{-}Clarke and
                  Elizabeth Rowe and
                  Mia Victoria Almeda and
                  Teon Edwards and
                  Erin Bardar and
                  Santiago Gasca and
                  Ryan S. Baker and
                  Richard Scruggs},
  title        = {The development of students' computational thinking practices in elementary-
                  and middle-school classes using the learning game, \emph{Zoombinis}},
  journal      = {Comput. Hum. Behav.},
  volume       = {115},
  pages        = {106587},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.chb.2020.106587},
  doi          = {10.1016/J.CHB.2020.106587},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/chb/Asbell-ClarkeRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/RoweAASBBG21,
  author       = {Elizabeth Rowe and
                  Ma. Victoria Almeda and
                  Jodi Asbell{-}Clarke and
                  Richard Scruggs and
                  Ryan Baker and
                  Erin Bardar and
                  Santiago Gasca},
  title        = {Assessing implicit computational thinking in \emph{Zoombinis} puzzle
                  gameplay},
  journal      = {Comput. Hum. Behav.},
  volume       = {120},
  pages        = {106707},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.chb.2021.106707},
  doi          = {10.1016/J.CHB.2021.106707},
  timestamp    = {Fri, 23 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/chb/RoweAASBBG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/ZhangPBOBBM21,
  author       = {Yingbin Zhang and
                  Luc Paquette and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Nigel Bosch and
                  Gautam Biswas and
                  Anabil Munshi},
  title        = {Can Strategic Behaviour Facilitate Confusion Resolution? The Interplay
                  Between Confusion and Metacognitive Strategies in Betty's Brain},
  journal      = {J. Learn. Anal.},
  volume       = {8},
  number       = {3},
  pages        = {28--44},
  year         = {2021},
  url          = {https://doi.org/10.18608/jla.2021.7161},
  doi          = {10.18608/JLA.2021.7161},
  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/solarjla/ZhangPBOBBM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AdjeiBB21,
  author       = {Seth Akonor Adjei and
                  Ryan S. Baker and
                  Vedant Bahel},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Seven-Year Longitudinal Implications of Wheel Spinning and Productive
                  Persistence},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12748},
  pages        = {16--28},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78292-4\_2},
  doi          = {10.1007/978-3-030-78292-4\_2},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/AdjeiBB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BakerNOHASSMPMB21,
  author       = {Ryan S. Baker and
                  Nidhi Nasiar and
                  Jaclyn L. Ocumpaugh and
                  Stephen Hutt and
                  Juliana Ma. Alexandra L. Andres and
                  Stefan Slater and
                  Matthew Schofield and
                  Allison L. Moore and
                  Luc Paquette and
                  Anabil Munshi and
                  Gautam Biswas},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Affect-Targeted Interviews for Understanding Student Frustration},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12748},
  pages        = {52--63},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78292-4\_5},
  doi          = {10.1007/978-3-030-78292-4\_5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BakerNOHASSMPMB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BakerMHRRAAA21,
  author       = {Ryan S. Baker and
                  Bruce M. McLaren and
                  Stephen Hutt and
                  J. Elizabeth Richey and
                  Elizabeth Rowe and
                  Ma. Victoria Almeda and
                  Michael Mogessie Ashenafi and
                  Juliana Ma. Alexandra L. Andres},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Towards Sharing Student Models Across Learning Systems},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12749},
  pages        = {60--65},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78270-2\_10},
  doi          = {10.1007/978-3-030-78270-2\_10},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/BakerMHRRAAA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RicheyZDASABM21,
  author       = {J. Elizabeth Richey and
                  Jiayi Zhang and
                  Rohini Das and
                  Juan Miguel L. Andres{-}Bray and
                  Richard Scruggs and
                  Michael Mogessie Ashenafi and
                  Ryan S. Baker and
                  Bruce M. McLaren},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Gaming and Confrustion Explain Learning Advantages for a Math Digital
                  Learning Game},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12748},
  pages        = {342--355},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78292-4\_28},
  doi          = {10.1007/978-3-030-78292-4\_28},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/RicheyZDASABM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ZhouAHOB21,
  author       = {Yiqiu Zhou and
                  Juan Miguel L. Andres{-}Bray and
                  Stephen Hutt and
                  Korinn Ostrow and
                  Ryan S. Baker},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {A Comparison of Hints vs. Scaffolding in a {MOOC} with Adult Learners},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
                  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12749},
  pages        = {427--432},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78270-2\_76},
  doi          = {10.1007/978-3-030-78270-2\_76},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ZhouAHOB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/BoschZP0OB21,
  author       = {Nigel Bosch and
                  Yingbin Zhang and
                  Luc Paquette and
                  Ryan Baker and
                  Jaclyn Ocumpaugh and
                  Gautam Biswas},
  editor       = {Yoshifumi Kitamura and
                  Aaron Quigley and
                  Katherine Isbister and
                  Takeo Igarashi and
                  Pernille Bj{\o}rn and
                  Steven Mark Drucker},
  title        = {Students' Verbalized Metacognition During Computerized Learning},
  booktitle    = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
                  Virtual Event / Yokohama, Japan, May 8-13, 2021},
  pages        = {680:1--680:12},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3411764.3445809},
  doi          = {10.1145/3411764.3445809},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/BoschZP0OB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BahelAB21,
  author       = {Vedant Bahel and
                  Seth Akonor Adjei and
                  Ryan S. Baker},
  editor       = {Thomas W. Price and
                  Sweet San Pedro},
  title        = {Transferring an existing gaming detection model to different system
                  using semi-supervised approach},
  booktitle    = {Joint Proceedings of the Workshops at the International Conference
                  on Educational Data Mining 2021 co-located with 14th International
                  Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
                  2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3051},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3051/UGR\_5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:19 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BahelAB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/DasZBS21,
  author       = {Rohini Das and
                  Jiayi Zhang and
                  Ryan S. Baker and
                  Richard Scruggs},
  editor       = {Thomas W. Price and
                  Sweet San Pedro},
  title        = {A New Interpretation of Knowledge Tracing Models' Predictive Performance
                  in Terms of the Cold Start Problem},
  booktitle    = {Joint Proceedings of the Workshops at the International Conference
                  on Educational Data Mining 2021 co-located with 14th International
                  Conference on Educational Data Mining {(EDM} 2021), Held Virtually,
                  2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3051},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-3051/UGR\_7.pdf},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/DasZBS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HuttOABPB021,
  author       = {Stephen Hutt and
                  Jaclyn Ocumpaugh and
                  Juliana Ma. Alexandra L. Andres and
                  Nigel Bosch and
                  Luc Paquette and
                  Gautam Biswas and
                  Ryan Baker},
  editor       = {Sharon I{-}Han Hsiao and
                  Shaghayegh (Sherry) Sahebi and
                  Fran{\c{c}}ois Bouchet and
                  Jill{-}J{\^{e}}nn Vie},
  title        = {Sharpest Tool in the Shed: Investigating {SMART} Models of Self-Regulation
                  and their Impact on Learning},
  booktitle    = {Proceedings of the 14th International Conference on Educational Data
                  Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
  publisher    = {International Educational Data Mining Society},
  year         = {2021},
  timestamp    = {Wed, 09 Mar 2022 16:46:41 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HuttOABPB021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhangDBS21,
  author       = {Jiayi Zhang and
                  Rohini Das and
                  Ryan S. Baker and
                  Richard Scruggs},
  editor       = {Sharon I{-}Han Hsiao and
                  Shaghayegh (Sherry) Sahebi and
                  Fran{\c{c}}ois Bouchet and
                  Jill{-}J{\^{e}}nn Vie},
  title        = {The Cold Start Problem and Interpretation of Knowledge Tracing Models'
                  Predictive Performance},
  booktitle    = {Proceedings of the 14th International Conference on Educational Data
                  Mining, {EDM} 2021, virtual, June 29 - July 2, 2021},
  publisher    = {International Educational Data Mining Society},
  year         = {2021},
  timestamp    = {Mon, 21 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/ZhangDBS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icqe/AndresHOBNP21,
  author       = {Juliana Ma. Alexandra L. Andres and
                  Stephen Hutt and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Nidhi Nasiar and
                  Chelsea Porter},
  editor       = {Barbara Wasson and
                  Szilvia Z{\"{o}}rgo},
  title        = {How Anxiety Affects Affect: {A} Quantitative Ethnographic Investigation
                  Using Affect Detectors and Data-Targeted Interviews},
  booktitle    = {Advances in Quantitative Ethnography - Third International Conference,
                  {ICQE} 2021, Virtual Event, November 6-11, 2021, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1522},
  pages        = {268--283},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93859-8\_18},
  doi          = {10.1007/978-3-030-93859-8\_18},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icqe/AndresHOBNP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/FouhLB21,
  author       = {Eric Fouh and
                  Wellington Lee and
                  Ryan S. Baker},
  editor       = {Ebad Banissi and
                  Anna Ursyn and
                  Mark W. McK. Bannatyne and
                  Jo{\~{a}}o Moura Pires and
                  Nuno Datia and
                  Mao Lin Huang and
                  Weidong Huang and
                  Quang Vinh Nguyen and
                  Kawa Nazemi and
                  Boris Kovalerchuk and
                  Minoru Nakayama and
                  John Counsell and
                  Andrew Agapiou and
                  Farzad Khosrow{-}shahi and
                  Hing{-}Wah Chau and
                  Mengbi Li and
                  Richard Laing and
                  Fatma Bouali and
                  Gilles Venturini and
                  Marco Temperini and
                  Muhammad Sarfraz},
  title        = {Nudging students to reduce procrastination in office hours and forums},
  booktitle    = {25th International Conference Information Visualisation, {IV} 2021,
                  Sydney, Australia, July 5-9, 2021},
  pages        = {248--254},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IV53921.2021.00047},
  doi          = {10.1109/IV53921.2021.00047},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iv/FouhLB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/KarumbaiahLNBBH21,
  author       = {Shamya Karumbaiah and
                  Andrew S. Lan and
                  Sachit Nagpal and
                  Ryan S. Baker and
                  Anthony Botelho and
                  Neil T. Heffernan},
  editor       = {Maren Scheffel and
                  Nia Dowell and
                  Srecko Joksimovic and
                  George Siemens},
  title        = {Using Past Data to Warm Start Active Machine Learning: Does Context
                  Matter?},
  booktitle    = {LAK'21: 11th International Learning Analytics and Knowledge Conference,
                  Irvine, CA, USA, April 12-16, 2021},
  pages        = {151--160},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3448139.3448154},
  doi          = {10.1145/3448139.3448154},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/KarumbaiahLNBBH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/KiaHBT21,
  author       = {Fatemeh Salehian Kia and
                  Marek Hatala and
                  Ryan S. Baker and
                  Stephanie D. Teasley},
  editor       = {Maren Scheffel and
                  Nia Dowell and
                  Srecko Joksimovic and
                  George Siemens},
  title        = {Measuring Students' Self-Regulatory Phases in {LMS} with Behavior
                  and Real-Time Self Report},
  booktitle    = {LAK'21: 11th International Learning Analytics and Knowledge Conference,
                  Irvine, CA, USA, April 12-16, 2021},
  pages        = {259--268},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3448139.3448164},
  doi          = {10.1145/3448139.3448164},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/KiaHBT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/CrossleyKOLB20,
  author       = {Scott A. Crossley and
                  Shamya Karumbaiah and
                  Jaclyn Ocumpaugh and
                  Matthew J. Labrum and
                  Ryan S. Baker},
  title        = {Predicting Math Identity Through Language and Click-Stream Patterns
                  in a Blended Learning Mathematics Program for Elementary Students},
  journal      = {J. Learn. Anal.},
  volume       = {7},
  number       = {1},
  year         = {2020},
  url          = {https://doi.org/10.18608/jla.2020.71.3},
  doi          = {10.18608/JLA.2020.71.3},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/solarjla/CrossleyKOLB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/OwenB20,
  author       = {V. Elizabeth Owen and
                  Ryan S. Baker},
  title        = {Fueling Prediction of Player Decisions: Foundations of Feature Engineering
                  for Optimized Behavior Modeling in Serious Games},
  journal      = {Technol. Knowl. Learn.},
  volume       = {25},
  number       = {2},
  pages        = {225--250},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10758-018-9393-9},
  doi          = {10.1007/S10758-018-9393-9},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkl/OwenB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AshenafiRMAB20,
  author       = {Michael Mogessie Ashenafi and
                  J. Elizabeth Richey and
                  Bruce M. McLaren and
                  Juan Miguel L. Andres{-}Bray and
                  Ryan S. Baker},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Confrustion and Gaming While Learning with Erroneous Examples in a
                  Decimals Game},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12164},
  pages        = {208--213},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52240-7\_38},
  doi          = {10.1007/978-3-030-52240-7\_38},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/AshenafiRMAB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/HendersonRPBL20,
  author       = {Nathan L. Henderson and
                  Jonathan P. Rowe and
                  Luc Paquette and
                  Ryan S. Baker and
                  James C. Lester},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Improving Affect Detection in Game-Based Learning with Multimodal
                  Data Fusion},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {228--239},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_19},
  doi          = {10.1007/978-3-030-52237-7\_19},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/HendersonRPBL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/TywoniwCOK020,
  author       = {Rurik Tywoniw and
                  Scott A. Crossley and
                  Jaclyn Ocumpaugh and
                  Shamya Karumbaiah and
                  Ryan Baker},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Relationships Between Math Performance and Human Judgments of Motivational
                  Constructs in an Online Math Tutoring System},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12164},
  pages        = {329--333},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52240-7\_60},
  doi          = {10.1007/978-3-030-52240-7\_60},
  timestamp    = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/TywoniwCOK020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/MunshiMZPOBB20,
  author       = {Anabil Munshi and
                  Shitanshu Mishra and
                  Ningyu Zhang and
                  Luc Paquette and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Gautam Biswas},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Modeling the Relationships Between Basic and Achievement Emotions
                  in Computer-Based Learning Environments},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {411--422},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_33},
  doi          = {10.1007/978-3-030-52237-7\_33},
  timestamp    = {Sun, 17 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/MunshiMZPOBB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/NawazSYBK020,
  author       = {Sadia Nawaz and
                  Namrata Srivastava and
                  Ji Hyun Yu and
                  Ryan S. Baker and
                  Gregor E. Kennedy and
                  James Bailey},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Analysis of Task Difficulty Sequences in a Simulation-Based {POE}
                  Environment},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {423--436},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_34},
  doi          = {10.1007/978-3-030-52237-7\_34},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/NawazSYBK020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/OcumpaughBKCL20,
  author       = {Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Shamya Karumbaiah and
                  Scott A. Crossley and
                  Matthew J. Labrum},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Affective Sequences and Student Actions Within Reasoning Mind},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {437--447},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_35},
  doi          = {10.1007/978-3-030-52237-7\_35},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/OcumpaughBKCL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/WangKB20,
  author       = {Yeyu Wang and
                  Shimin Kai and
                  Ryan Shaun Baker},
  editor       = {Ig Ibert Bittencourt and
                  Mutlu Cukurova and
                  Kasia Muldner and
                  Rose Luckin and
                  Eva Mill{\'{a}}n},
  title        = {Early Detection of Wheel-Spinning in ASSISTments},
  booktitle    = {Artificial Intelligence in Education - 21st International Conference,
                  {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12163},
  pages        = {574--585},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-52237-7\_46},
  doi          = {10.1007/978-3-030-52237-7\_46},
  timestamp    = {Wed, 15 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/WangKB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Agarwal0M20,
  author       = {Deepak Agarwal and
                  Ryan Baker and
                  Anupama Muraleedharan},
  editor       = {Anna N. Rafferty and
                  Jacob Whitehill and
                  Crist{\'{o}}bal Romero and
                  Violetta Cavalli{-}Sforza},
  title        = {Dynamic knowledge tracing through data driven recency weights},
  booktitle    = {Proceedings of the 13th International Conference on Educational Data
                  Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
  publisher    = {International Educational Data Mining Society},
  year         = {2020},
  url          = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_8.pdf},
  timestamp    = {Tue, 23 Aug 2022 09:19:48 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/Agarwal0M20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Agnihotri0S20,
  author       = {Lalitha Agnihotri and
                  Ryan Baker and
                  Steve Stalzer},
  editor       = {Anna N. Rafferty and
                  Jacob Whitehill and
                  Crist{\'{o}}bal Romero and
                  Violetta Cavalli{-}Sforza},
  title        = {A Procrastination Index for Online Learning Based on Assignment Start
                  Time},
  booktitle    = {Proceedings of the 13th International Conference on Educational Data
                  Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
  publisher    = {International Educational Data Mining Society},
  year         = {2020},
  url          = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_10.pdf},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Agnihotri0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Slater0W20,
  author       = {Stefan Slater and
                  Ryan Baker and
                  Yeyu Wang},
  editor       = {Anna N. Rafferty and
                  Jacob Whitehill and
                  Crist{\'{o}}bal Romero and
                  Violetta Cavalli{-}Sforza},
  title        = {Iterative Feature Engineering Through Text Replays of Model Error},
  booktitle    = {Proceedings of the 13th International Conference on Educational Data
                  Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
  publisher    = {International Educational Data Mining Society},
  year         = {2020},
  url          = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_141.pdf},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Slater0W20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WangZMM020,
  author       = {Shengni Wang and
                  Yuxin Zhao and
                  Wei Ma and
                  Zhenjun Ma and
                  Ryan Baker},
  editor       = {Anna N. Rafferty and
                  Jacob Whitehill and
                  Crist{\'{o}}bal Romero and
                  Violetta Cavalli{-}Sforza},
  title        = {The Results of Zone of Proximal Development on Learning Outcome},
  booktitle    = {Proceedings of the 13th International Conference on Educational Data
                  Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
  publisher    = {International Educational Data Mining Society},
  year         = {2020},
  url          = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_115.pdf},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/WangZMM020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/JiangAKBOIS20,
  author       = {Yang Jiang and
                  Ma. Victoria Almeda and
                  Shimin Kai and
                  Ryan S. Baker and
                  Korinn Ostrow and
                  Paul Salvador Inventado and
                  Peter Scupelli},
  title        = {Single Template vs. Multiple Templates: Examining the Effects of Problem
                  Format on Performance},
  booktitle    = {Interdisciplinarity in the Learning Sciences: Proceedings of the 14th
                  International Conference of the Learning Sciences, {ICLS} 2020, [Nashville,
                  Tennessee, USA], Online Conference, June 19-23, 2020},
  publisher    = {International Society of the Learning Sciences},
  year         = {2020},
  url          = {https://repository.isls.org/handle/1/6288},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icls/JiangAKBOIS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/ShahS0G20,
  author       = {Mamta Shah and
                  Erica L. Snow and
                  Ryan Baker and
                  Christine Gouveia},
  title        = {Learning Scientists in Academia and Industry: Building Bridges and
                  Expanding the Potential of our Community},
  booktitle    = {Interdisciplinarity in the Learning Sciences: Proceedings of the 14th
                  International Conference of the Learning Sciences, {ICLS} 2020, [Nashville,
                  Tennessee, USA], Online Conference, June 19-23, 2020},
  publisher    = {International Society of the Learning Sciences},
  year         = {2020},
  url          = {https://repository.isls.org/handle/1/6731},
  timestamp    = {Fri, 07 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/ShahS0G20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icqe/PaquetteGZB020,
  author       = {Luc Paquette and
                  Theodore Grant and
                  Yingbin Zhang and
                  Gautam Biswas and
                  Ryan Baker},
  editor       = {Andrew R. Ruis and
                  Seung B. Lee},
  title        = {Using Epistemic Networks to Analyze Self-regulated Learning in an
                  Open-Ended Problem-Solving Environment},
  booktitle    = {Advances in Quantitative Ethnography - Second International Conference,
                  {ICQE} 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1312},
  pages        = {185--201},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-67788-6\_13},
  doi          = {10.1007/978-3-030-67788-6\_13},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icqe/PaquetteGZB020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icqe/KarumbaiahB20,
  author       = {Shamya Karumbaiah and
                  Ryan S. Baker},
  editor       = {Andrew R. Ruis and
                  Seung B. Lee},
  title        = {Studying Affect Dynamics Using Epistemic Networks},
  booktitle    = {Advances in Quantitative Ethnography - Second International Conference,
                  {ICQE} 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1312},
  pages        = {362--374},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-67788-6\_25},
  doi          = {10.1007/978-3-030-67788-6\_25},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icqe/KarumbaiahB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ZhangPBOBMB20,
  author       = {Yingbin Zhang and
                  Luc Paquette and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Nigel Bosch and
                  Anabil Munshi and
                  Gautam Biswas},
  editor       = {Christoph Rensing and
                  Hendrik Drachsler},
  title        = {The relationship between confusion and metacognitive strategies in
                  Betty's Brain},
  booktitle    = {{LAK} '20: 10th International Conference on Learning Analytics and
                  Knowledge, Frankfurt, Germany, March 23-27, 2020},
  pages        = {276--284},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3375462.3375518},
  doi          = {10.1145/3375462.3375518},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/ZhangPBOBMB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MolenaarHDB20,
  author       = {Inge Molenaar and
                  Anne Horvers and
                  Rick Dijkstra and
                  Ryan S. Baker},
  editor       = {Christoph Rensing and
                  Hendrik Drachsler},
  title        = {Personalized visualizations to promote young learners' {SRL:} the
                  learning path app},
  booktitle    = {{LAK} '20: 10th International Conference on Learning Analytics and
                  Knowledge, Frankfurt, Germany, March 23-27, 2020},
  pages        = {330--339},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3375462.3375465},
  doi          = {10.1145/3375462.3375465},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/MolenaarHDB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/RicheyAASASBM19,
  author       = {J. Elizabeth Richey and
                  Juan Miguel L. Andres{-}Bray and
                  Michael Mogessie Ashenafi and
                  Richard Scruggs and
                  Juliana Ma. Alexandra L. Andres and
                  Jon Star and
                  Ryan S. Baker and
                  Bruce M. McLaren},
  title        = {More confusion and frustration, better learning: The impact of erroneous
                  examples},
  journal      = {Comput. Educ.},
  volume       = {139},
  pages        = {173--190},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.compedu.2019.05.012},
  doi          = {10.1016/J.COMPEDU.2019.05.012},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ce/RicheyAASASBM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ile/PaquetteB19,
  author       = {Luc Paquette and
                  Ryan S. Baker},
  title        = {Comparing machine learning to knowledge engineering for student behavior
                  modeling: a case study in gaming the system},
  journal      = {Interact. Learn. Environ.},
  volume       = {27},
  number       = {5-6},
  pages        = {585--597},
  year         = {2019},
  url          = {https://doi.org/10.1080/10494820.2019.1610450},
  doi          = {10.1080/10494820.2019.1610450},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ile/PaquetteB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/HendersonRMBBL19,
  author       = {Nathan L. Henderson and
                  Jonathan P. Rowe and
                  Bradford W. Mott and
                  Keith Brawner and
                  Ryan S. Baker and
                  James C. Lester},
  editor       = {Seiji Isotani and
                  Eva Mill{\'{a}}n and
                  Amy Ogan and
                  Peter M. Hastings and
                  Bruce M. McLaren and
                  Rose Luckin},
  title        = {4D Affect Detection: Improving Frustration Detection in Game-Based
                  Learning with Posture-Based Temporal Data Fusion},
  booktitle    = {Artificial Intelligence in Education - 20th International Conference,
                  {AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11625},
  pages        = {144--156},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-23204-7\_13},
  doi          = {10.1007/978-3-030-23204-7\_13},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/HendersonRMBBL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/KarumbaiahBO19,
  author       = {Shamya Karumbaiah and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh},
  editor       = {Seiji Isotani and
                  Eva Mill{\'{a}}n and
                  Amy Ogan and
                  Peter M. Hastings and
                  Bruce M. McLaren and
                  Rose Luckin},
  title        = {The Case of Self-transitions in Affective Dynamics},
  booktitle    = {Artificial Intelligence in Education - 20th International Conference,
                  {AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11625},
  pages        = {172--181},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-23204-7\_15},
  doi          = {10.1007/978-3-030-23204-7\_15},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/KarumbaiahBO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ZouMMB19,
  author       = {Xiaotian Zou and
                  Wei Ma and
                  Zhenjun Ma and
                  Ryan S. Baker},
  editor       = {Seiji Isotani and
                  Eva Mill{\'{a}}n and
                  Amy Ogan and
                  Peter M. Hastings and
                  Bruce M. McLaren and
                  Rose Luckin},
  title        = {Towards Helping Teachers Select Optimal Content for Students},
  booktitle    = {Artificial Intelligence in Education - 20th International Conference,
                  {AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11626},
  pages        = {413--417},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-23207-8\_76},
  doi          = {10.1007/978-3-030-23207-8\_76},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ZouMMB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RicheyMAMSBS19,
  author       = {J. Elizabeth Richey and
                  Bruce M. McLaren and
                  Miguel Andres{-}Bray and
                  Michael Mogessie Ashenafi and
                  Richard Scruggs and
                  Ryan S. Baker and
                  Jon Star},
  editor       = {Seiji Isotani and
                  Eva Mill{\'{a}}n and
                  Amy Ogan and
                  Peter M. Hastings and
                  Bruce M. McLaren and
                  Rose Luckin},
  title        = {Confrustion in Learning from Erroneous Examples: Does Type of Prompted
                  Self-explanation Make a Difference?},
  booktitle    = {Artificial Intelligence in Education - 20th International Conference,
                  {AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11625},
  pages        = {445--457},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-23204-7\_37},
  doi          = {10.1007/978-3-030-23204-7\_37},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/RicheyMAMSBS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bea/RaamadhuraiBP19,
  author       = {Srikrishna Raamadhurai and
                  Ryan Baker and
                  Vikraman Poduval},
  editor       = {Helen Yannakoudakis and
                  Ekaterina Kochmar and
                  Claudia Leacock and
                  Nitin Madnani and
                  Ildik{\'{o}} Pil{\'{a}}n and
                  Torsten Zesch},
  title        = {Curio SmartChat : {A} system for Natural Language Question Answering
                  for Self-Paced {K-12} Learning},
  booktitle    = {Proceedings of the Fourteenth Workshop on Innovative Use of {NLP}
                  for Building Educational Applications, BEA@ACL 2019, Florence, Italy,
                  August 2, 2019},
  pages        = {336--342},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/w19-4435},
  doi          = {10.18653/V1/W19-4435},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bea/RaamadhuraiBP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/JiangAK0OIS19,
  author       = {Yang Jiang and
                  Ma. Victoria Almeda and
                  Shimin Kai and
                  Ryan Baker and
                  Korinn Ostrow and
                  Paul Salvador Inventado and
                  Peter Scupelli},
  editor       = {Ashok K. Goel and
                  Colleen M. Seifert and
                  Christian Freksa},
  title        = {Single Template vs. Multiple Templates: Examining the Effects of Problem
                  Format on Performance},
  booktitle    = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
                  CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
                  July 24-27, 2019},
  pages        = {3291},
  publisher    = {cognitivesciencesociety.org},
  year         = {2019},
  url          = {https://mindmodeling.org/cogsci2019/papers/0599/index.html},
  timestamp    = {Tue, 02 Feb 2021 08:03:44 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/JiangAK0OIS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndersonBB19,
  author       = {Henry Anderson and
                  Afshan Boodhwani and
                  Ryan S. Baker},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Assessing the Fairness of Graduation Predictions},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1\_ejUzTUC0zFRWdPv2Mis9Z-Js7jZs0lU},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/AndersonBB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Andres-BrayOB19,
  author       = {Juan Miguel L. Andres{-}Bray and
                  Jaclyn L. Ocumpaugh and
                  Ryan S. Baker},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Hello? Who is posting, who is answering, and who is succeeding in
                  Massive Open Online Courses},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/17FPfy9oRfeVlzZPnOGl5BrneTkFJB93t},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Andres-BrayOB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BotelhoBH19,
  author       = {Anthony F. Botelho and
                  Ryan S. Baker and
                  Neil T. Heffernan},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Machine-Learned or Expert-Engineered Features? Exploring Feature Engineering
                  Methods in Detectors of Student Behavior and Affect},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1LTwJ1efdV8Zzt7baQdFldARLS61y75v1},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BotelhoBH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ColemanBS19,
  author       = {Chad Coleman and
                  Ryan S. Baker and
                  Shonte Stephenson},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {A Better Cold-Start for Early Prediction of Student At-Risk Status
                  in New School Districts},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1AzSbyitarZzLW257RuQON6xCu5VAzoca},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/ColemanBS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GardnerYBB19,
  author       = {Josh Gardner and
                  Yuming Yang and
                  Ryan S. Baker and
                  Christopher Brooks},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Modeling and Experimental Design for {MOOC} Dropout Prediction: {A}
                  Replication Perspective},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1woMrJVF69dVUiZH2cbPmBA5rlNtjgQqo},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/GardnerYBB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahOB19,
  author       = {Shamya Karumbaiah and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {The Influence of School Demographics on the Relationship Between Students'
                  Help-Seeking Behavior and Performance and Motivational Measures},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/10xIIwNhanETBzZjuupDkRmqZlnjL4YBb},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KarumbaiahOB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OwenRTBJKB19,
  author       = {V. Elizabeth Owen and
                  Marie{-}Helene Roy and
                  K. P. Thai and
                  Vesper Burnett and
                  Daniel Jacobs and
                  Eric Keylor and
                  Ryan S. Baker},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Detecting Wheel Spinning and Productive Persistence in Educational
                  Games},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/163wEaxwXix9KOjiq2hIa1SF6Uvxc0uoE},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/OwenRTBJKB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/YangBSHL19,
  author       = {Tsung{-}Yen Yang and
                  Ryan S. Baker and
                  Christoph Studer and
                  Neil T. Heffernan and
                  Andrew S. Lan},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Active Learning for Student Affect Detection},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1-d1Ruqa7zVtJM9bHyY2hDLMwEFEaHH3A},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/YangBSHL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icqe/KarumbaiahBBS19,
  author       = {Shamya Karumbaiah and
                  Ryan S. Baker and
                  Amanda Barany and
                  Valerie Shute},
  editor       = {Brendan R. Eagan and
                  Morten Misfeldt and
                  Amanda Siebert{-}Evenstone},
  title        = {Using Epistemic Networks with Automated Codes to Understand Why Players
                  Quit Levels in a Learning Game},
  booktitle    = {Advances in Quantitative Ethnography - First International Conference,
                  {ICQE} 2019, Madison, WI, USA, October 20-22, 2019, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1112},
  pages        = {106--116},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-33232-7\_9},
  doi          = {10.1007/978-3-030-33232-7\_9},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icqe/KarumbaiahBBS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/GardnerBB19,
  author       = {Josh Gardner and
                  Christopher Brooks and
                  Ryan Baker},
  title        = {Evaluating the Fairness of Predictive Student Models Through Slicing
                  Analysis},
  booktitle    = {Proceedings of the 9th International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
  pages        = {225--234},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3303772.3303791},
  doi          = {10.1145/3303772.3303791},
  timestamp    = {Mon, 08 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/GardnerBB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AndresOBSPJKBMM19,
  author       = {Juliana Ma. Alexandra L. Andres and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Stefan Slater and
                  Luc Paquette and
                  Yang Jiang and
                  Shamya Karumbaiah and
                  Nigel Bosch and
                  Anabil Munshi and
                  Allison L. Moore and
                  Gautam Biswas},
  title        = {Affect Sequences and Learning in Betty's Brain},
  booktitle    = {Proceedings of the 9th International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
  pages        = {383--390},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3303772.3303807},
  doi          = {10.1145/3303772.3303807},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/AndresOBSPJKBMM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MolenaarHB19,
  author       = {Inge Molenaar and
                  Anne Horvers and
                  Ryan S. Baker},
  title        = {Towards Hybrid Human-System Regulation: Understanding Children' {SRL}
                  Support Needs in Blended Classrooms},
  booktitle    = {Proceedings of the 9th International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
  pages        = {471--480},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3303772.3303780},
  doi          = {10.1145/3303772.3303780},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/MolenaarHB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ldk/CrossleyKOLB19,
  author       = {Scott A. Crossley and
                  Shamya Karumbaiah and
                  Jaclyn Ocumpaugh and
                  Matthew J. Labrum and
                  Ryan S. Baker},
  editor       = {Maria Eskevich and
                  Gerard de Melo and
                  Christian F{\"{a}}th and
                  John P. McCrae and
                  Paul Buitelaar and
                  Christian Chiarcos and
                  Bettina Klimek and
                  Milan Dojchinovski},
  title        = {Predicting Math Success in an Online Tutoring System Using Language
                  Data and Click-Stream Variables: {A} Longitudinal Analysis},
  booktitle    = {2nd Conference on Language, Data and Knowledge, {LDK} 2019, May 20-23,
                  2019, Leipzig, Germany},
  series       = {OASIcs},
  volume       = {70},
  pages        = {25:1--25:13},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2019},
  url          = {https://doi.org/10.4230/OASIcs.LDK.2019.25},
  doi          = {10.4230/OASICS.LDK.2019.25},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ldk/CrossleyKOLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03793,
  author       = {Eda Okur and
                  Sinem Aslan and
                  Nese Aly{\"{u}}z and
                  Asli Arslan Esme and
                  Ryan S. Baker},
  title        = {The Importance of Socio-Cultural Differences for Annotating and Detecting
                  the Affective States of Students},
  journal      = {CoRR},
  volume       = {abs/1901.03793},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.03793},
  eprinttype    = {arXiv},
  eprint       = {1901.03793},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-03793.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12597,
  author       = {Richard Scruggs and
                  Ryan S. Baker and
                  Bruce M. McLaren},
  title        = {Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge
                  and Predicting Post-System Performance},
  journal      = {CoRR},
  volume       = {abs/1910.12597},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.12597},
  eprinttype    = {arXiv},
  eprint       = {1910.12597},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-12597.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Salmeron-Majadas18,
  author       = {Sergio Salmeron{-}Majadas and
                  Ryan S. Baker and
                  Olga C. Santos and
                  Jes{\'{u}}s Gonz{\'{a}}lez{-}Boticario},
  title        = {A Machine Learning Approach to Leverage Individual Keyboard and Mouse
                  Interaction Behavior From Multiple Users in Real-World Learning Scenarios},
  journal      = {{IEEE} Access},
  volume       = {6},
  pages        = {39154--39179},
  year         = {2018},
  url          = {https://doi.org/10.1109/ACCESS.2018.2854966},
  doi          = {10.1109/ACCESS.2018.2854966},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/Salmeron-Majadas18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/SottilareBGL18,
  author       = {Robert A. Sottilare and
                  Ryan S. Baker and
                  Arthur C. Graesser and
                  James C. Lester},
  title        = {Special Issue on the Generalized Intelligent Framework for Tutoring
                  {(GIFT):} Creating a Stable and Flexible Platform for Innovations
                  in {AIED} Research},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {28},
  number       = {2},
  pages        = {139--151},
  year         = {2018},
  url          = {https://doi.org/10.1007/s40593-017-0149-9},
  doi          = {10.1007/S40593-017-0149-9},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/SottilareBGL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/DeFalcoRPGBMBL18,
  author       = {Jeanine DeFalco and
                  Jonathan P. Rowe and
                  Luc Paquette and
                  Vasiliki Georgoulas and
                  Keith W. Brawner and
                  Bradford W. Mott and
                  Ryan S. Baker and
                  James C. Lester},
  title        = {Detecting and Addressing Frustration in a Serious Game for Military
                  Training},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {28},
  number       = {2},
  pages        = {152--193},
  year         = {2018},
  url          = {https://doi.org/10.1007/s40593-017-0152-1},
  doi          = {10.1007/S40593-017-0152-1},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/DeFalcoRPGBMBL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JiangBBPOAMB18,
  author       = {Yang Jiang and
                  Nigel Bosch and
                  Ryan S. Baker and
                  Luc Paquette and
                  Jaclyn Ocumpaugh and
                  Juliana Ma. Alexandra L. Andres and
                  Allison L. Moore and
                  Gautam Biswas},
  editor       = {Carolyn Penstein Ros{\'{e}} and
                  Roberto Mart{\'{\i}}nez Maldonado and
                  Heinz Ulrich Hoppe and
                  Rose Luckin and
                  Manolis Mavrikis and
                  Kaska Porayska{-}Pomsta and
                  Bruce M. McLaren and
                  Benedict du Boulay},
  title        = {Expert Feature-Engineering vs. Deep Neural Networks: Which Is Better
                  for Sensor-Free Affect Detection?},
  booktitle    = {Artificial Intelligence in Education - 19th International Conference,
                  {AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10947},
  pages        = {198--211},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93843-1\_15},
  doi          = {10.1007/978-3-319-93843-1\_15},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/JiangBBPOAMB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PaquetteBM18,
  author       = {Luc Paquette and
                  Ryan S. Baker and
                  Michal Moskal},
  editor       = {Carolyn Penstein Ros{\'{e}} and
                  Roberto Mart{\'{\i}}nez Maldonado and
                  Heinz Ulrich Hoppe and
                  Rose Luckin and
                  Manolis Mavrikis and
                  Kaska Porayska{-}Pomsta and
                  Bruce M. McLaren and
                  Benedict du Boulay},
  title        = {A System-General Model for the Detection of Gaming the System Behavior
                  in {CTAT} and LearnSphere},
  booktitle    = {Artificial Intelligence in Education - 19th International Conference,
                  {AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10948},
  pages        = {257--260},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_47},
  doi          = {10.1007/978-3-319-93846-2\_47},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/PaquetteBM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/OkurAAEB18,
  author       = {Eda Okur and
                  Sinem Aslan and
                  Nese Aly{\"{u}}z and
                  Asli Arslan Esme and
                  Ryan S. Baker},
  editor       = {Carolyn Penstein Ros{\'{e}} and
                  Roberto Mart{\'{\i}}nez Maldonado and
                  Heinz Ulrich Hoppe and
                  Rose Luckin and
                  Manolis Mavrikis and
                  Kaska Porayska{-}Pomsta and
                  Bruce M. McLaren and
                  Benedict du Boulay},
  title        = {Role of Socio-cultural Differences in Labeling Students' Affective
                  States},
  booktitle    = {Artificial Intelligence in Education - 19th International Conference,
                  {AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10947},
  pages        = {367--380},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93843-1\_27},
  doi          = {10.1007/978-3-319-93843-1\_27},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/OkurAAEB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GardnerBAB18,
  author       = {Josh Gardner and
                  Christopher Brooks and
                  Juan Miguel L. Andres and
                  Ryan S. Baker},
  editor       = {Naoki Abe and
                  Huan Liu and
                  Calton Pu and
                  Xiaohua Hu and
                  Nesreen K. Ahmed and
                  Mu Qiao and
                  Yang Song and
                  Donald Kossmann and
                  Bing Liu and
                  Kisung Lee and
                  Jiliang Tang and
                  Jingrui He and
                  Jeffrey S. Saltz},
  title        = {{MORF:} {A} Framework for Predictive Modeling and Replication At Scale
                  With Privacy-Restricted {MOOC} Data},
  booktitle    = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
                  Seattle, WA, USA, December 10-13, 2018},
  pages        = {3235--3244},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/BigData.2018.8621874},
  doi          = {10.1109/BIGDATA.2018.8621874},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/GardnerBAB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/RoweABGBS18,
  author       = {Elizabeth Rowe and
                  Jodi Asbell{-}Clarke and
                  Ryan Shaun Baker and
                  Santiago Gasca and
                  Erin Bardar and
                  Richard Scruggs},
  editor       = {Regan L. Mandryk and
                  Mark Hancock and
                  Mark Perry and
                  Anna L. Cox},
  title        = {Labeling Implicit Computational Thinking in Pizza Pass Gameplay},
  booktitle    = {Extended Abstracts of the 2018 {CHI} Conference on Human Factors in
                  Computing Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26,
                  2018},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3170427.3188541},
  doi          = {10.1145/3170427.3188541},
  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/RoweABGBS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AgarwalBB18,
  author       = {Deepak Agarwal and
                  Nishant Babel and
                  Ryan S. Baker},
  editor       = {Kristy Elizabeth Boyer and
                  Michael Yudelson},
  title        = {Contextual Derivation of Stable {BKT} Parameters for Analysing Content
                  Efficacy},
  booktitle    = {Proceedings of the 11th International Conference on Educational Data
                  Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2018},
  url          = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_14.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/AgarwalBB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BotelhoBOH18,
  author       = {Anthony F. Botelho and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Neil T. Heffernan},
  editor       = {Kristy Elizabeth Boyer and
                  Michael Yudelson},
  title        = {Studying Affect Dynamics and Chronometry Using Sensor-Free Detectors},
  booktitle    = {Proceedings of the 11th International Conference on Educational Data
                  Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2018},
  url          = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_98.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BotelhoBOH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyOLBDB18,
  author       = {Scott A. Crossley and
                  Jaclyn Ocumpaugh and
                  Matthew J. Labrum and
                  Franklin Bradfield and
                  Mihai Dascalu and
                  Ryan S. Baker},
  editor       = {Kristy Elizabeth Boyer and
                  Michael Yudelson},
  title        = {Modeling Math Identity and Math Success through Sentiment Analysis
                  and Linguistic Features},
  booktitle    = {Proceedings of the 11th International Conference on Educational Data
                  Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2018},
  url          = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_38.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/CrossleyOLBDB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahBS18,
  author       = {Shamya Karumbaiah and
                  Ryan S. Baker and
                  Valerie J. Shute},
  editor       = {Kristy Elizabeth Boyer and
                  Michael Yudelson},
  title        = {Predicting Quitting in Students Playing a Learning Game},
  booktitle    = {Proceedings of the 11th International Conference on Educational Data
                  Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2018},
  url          = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_39.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KarumbaiahBS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/AslanOAEB18,
  author       = {Sinem Aslan and
                  Eda Okur and
                  Nese Aly{\"{u}}z and
                  Asli Arslan Esme and
                  Ryan S. Baker},
  editor       = {Constantine Stephanidis},
  title        = {Towards Human Affect Modeling: {A} Comparative Analysis of Discrete
                  Affect and Valence-Arousal Labeling},
  booktitle    = {{HCI} International 2018 - Posters' Extended Abstracts - 20th International
                  Conference, {HCI} International 2018, Las Vegas, NV, USA, July 15-20,
                  2018, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {851},
  pages        = {372--379},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-92279-9\_50},
  doi          = {10.1007/978-3-319-92279-9\_50},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hci/AslanOAEB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/KarumbaiahR0SD18,
  author       = {Shamya Karumbaiah and
                  Seyedahmad Rahimi and
                  Ryan Baker and
                  Valerie Shute and
                  Sidney D'Mello},
  editor       = {Manolis Mavrikis and
                  Kaska Porayska{-}Pomsta},
  title        = {Is Student Frustration in Learning Games More Associated with Game
                  Mechanics or Conceptual Understanding?},
  booktitle    = {Rethinking learning in the digital age: Making the Learning Sciences
                  count - Proceedings of the 13th International Conference of the Learning
                  Sciences, {ICLS} 2018, London, UK, June 23-27, 2018},
  publisher    = {International Society of the Learning Sciences},
  year         = {2018},
  url          = {https://repository.isls.org/handle/1/637},
  timestamp    = {Thu, 06 May 2021 10:07:13 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/KarumbaiahR0SD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/MojaradEMB18,
  author       = {Shirin Mojarad and
                  Alfred Essa and
                  Shahin Mojarad and
                  Ryan S. Baker},
  editor       = {Roger Nkambou and
                  Roger Azevedo and
                  Julita Vassileva},
  title        = {Data-Driven Learner Profiling Based on Clustering Student Behaviors:
                  Learning Consistency, Pace and Effort},
  booktitle    = {Intelligent Tutoring Systems - 14th International Conference, {ITS}
                  2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10858},
  pages        = {130--139},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91464-0\_13},
  doi          = {10.1007/978-3-319-91464-0\_13},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/its/MojaradEMB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/AghababyanLB18,
  author       = {Ani Aghababyan and
                  Nicholas Lewkow and
                  Ryan S. Baker},
  editor       = {Roger Nkambou and
                  Roger Azevedo and
                  Julita Vassileva},
  title        = {Enhancing the Clustering of Student Performance Using the Variation
                  in Confidence},
  booktitle    = {Intelligent Tutoring Systems - 14th International Conference, {ITS}
                  2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10858},
  pages        = {274--279},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91464-0\_27},
  doi          = {10.1007/978-3-319-91464-0\_27},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/its/AghababyanLB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/KostyukAB18,
  author       = {Victor Kostyuk and
                  Ma. Victoria Almeda and
                  Ryan S. Baker},
  editor       = {Abelardo Pardo and
                  Kathryn Bartimote{-}Aufflick and
                  Grace Lynch and
                  Simon Buckingham Shum and
                  Rebecca Ferguson and
                  Agathe Merceron and
                  Xavier Ochoa},
  title        = {Correlating affect and behavior in reasoning mind with state test
                  achievement},
  booktitle    = {Proceedings of the 8th International Conference on Learning Analytics
                  and Knowledge, {LAK} 2018, Sydney, NSW, Australia, March 07-09, 2018},
  pages        = {26--30},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3170358.3170378},
  doi          = {10.1145/3170358.3170378},
  timestamp    = {Mon, 30 Jan 2023 21:01:45 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/KostyukAB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AndresBGSCJ18,
  author       = {Juan Miguel L. Andres and
                  Ryan S. Baker and
                  Dragan Gasevic and
                  George Siemens and
                  Scott A. Crossley and
                  Srecko Joksimovic},
  editor       = {Abelardo Pardo and
                  Kathryn Bartimote{-}Aufflick and
                  Grace Lynch and
                  Simon Buckingham Shum and
                  Rebecca Ferguson and
                  Agathe Merceron and
                  Xavier Ochoa},
  title        = {Studying {MOOC} completion at scale using the {MOOC} replication framework},
  booktitle    = {Proceedings of the 8th International Conference on Learning Analytics
                  and Knowledge, {LAK} 2018, Sydney, NSW, Australia, March 07-09, 2018},
  pages        = {71--78},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3170358.3170369},
  doi          = {10.1145/3170358.3170369},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/AndresBGSCJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/LiOBSLKC18,
  author       = {Junyi Li and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Stefan Slater and
                  Matthew J. Labrum and
                  Victor Kostyuk and
                  Scott A. Crossley},
  editor       = {Abelardo Pardo and
                  Kathryn Bartimote{-}Aufflick and
                  Grace Lynch and
                  Simon Buckingham Shum and
                  Rebecca Ferguson and
                  Agathe Merceron and
                  Xavier Ochoa},
  title        = {Student online behaviors: correlations to math identity},
  booktitle    = {Proceedings of the 8th International Conference on Learning Analytics
                  and Knowledge, {LAK} 2018, Sydney, NSW, Australia, March 07-09, 2018},
  pages        = {441--445},
  publisher    = {{ACM}},
  year         = {2018},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/LiOBSLKC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/GardnerBAB18,
  author       = {Josh Gardner and
                  Christopher Brooks and
                  Juan Miguel L. Andres and
                  Ryan Baker},
  editor       = {Rose Luckin and
                  Scott R. Klemmer and
                  Kenneth R. Koedinger},
  title        = {Replicating {MOOC} predictive models at scale},
  booktitle    = {Proceedings of the Fifth Annual {ACM} Conference on Learning at Scale,
                  London, UK, June 26-28, 2018},
  pages        = {1:1--1:10},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3231644.3231656},
  doi          = {10.1145/3231644.3231656},
  timestamp    = {Sat, 11 Sep 2021 23:19:16 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/GardnerBAB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/AlevenSASLB18,
  author       = {Vincent Aleven and
                  Jonathan Sewall and
                  Juan Miguel L. Andres and
                  Robert A. Sottilare and
                  Rodney A. Long and
                  Ryan Baker},
  editor       = {Rose Luckin and
                  Scott R. Klemmer and
                  Kenneth R. Koedinger},
  title        = {Towards adapting to learners at scale: integrating {MOOC} and intelligent
                  tutoring frameworks},
  booktitle    = {Proceedings of the Fifth Annual {ACM} Conference on Learning at Scale,
                  London, UK, June 26-28, 2018},
  pages        = {14:1--14:4},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3231644.3231671},
  doi          = {10.1145/3231644.3231671},
  timestamp    = {Tue, 09 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/AlevenSASLB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mis4tel/AslanOAEB18,
  author       = {Sinem Aslan and
                  Eda Okur and
                  Nese Aly{\"{u}}z and
                  Asli Arslan Esme and
                  Ryan S. Baker},
  editor       = {Tania Di Mascio and
                  Pierpaolo Vittorini and
                  Rosella Gennari and
                  Fernando de la Prieta and
                  Sara Rodr{\'{\i}}guez and
                  Marco Temperini and
                  Ricardo Azambuja Silveira and
                  Elvira Popescu and
                  Loreto Lancia},
  title        = {Human Expert Labeling Process: Valence-Arousal Labeling for Students'
                  Affective States},
  booktitle    = {Methodologies and Intelligent Systems for Technology Enhanced Learning,
                  8th International Conference, {MIS4TEL} 2018, Toledo, Spain, 20-22
                  June, 2018},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {804},
  pages        = {53--61},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-98872-6\_7},
  doi          = {10.1007/978-3-319-98872-6\_7},
  timestamp    = {Mon, 11 Mar 2024 20:43:18 +0100},
  biburl       = {https://dblp.org/rec/conf/mis4tel/AslanOAEB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MunshiROBBP18,
  author       = {Anabil Munshi and
                  Ramkumar Rajendran and
                  Jaclyn Ocumpaugh and
                  Gautam Biswas and
                  Ryan S. Baker and
                  Luc Paquette},
  editor       = {Tanja Mitrovic and
                  Jie Zhang and
                  Li Chen and
                  David Chin},
  title        = {Modeling Learners' Cognitive and Affective States to Scaffold {SRL}
                  in Open-Ended Learning Environments},
  booktitle    = {Proceedings of the 26th Conference on User Modeling, Adaptation and
                  Personalization, {UMAP} 2018, Singapore, July 08-11, 2018},
  pages        = {131--138},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209219.3209241},
  doi          = {10.1145/3209219.3209241},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/MunshiROBBP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05236,
  author       = {Josh Gardner and
                  Christopher Brooks and
                  Juan Miguel L. Andres and
                  Ryan S. Baker},
  title        = {{MORF:} {A} Framework for {MOOC} Predictive Modeling and Replication
                  At Scale},
  journal      = {CoRR},
  volume       = {abs/1801.05236},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.05236},
  eprinttype    = {arXiv},
  eprint       = {1801.05236},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-05236.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05208,
  author       = {Josh Gardner and
                  Yuming Yang and
                  Ryan S. Baker and
                  Christopher Brooks},
  title        = {Enabling End-To-End Machine Learning Replicability: {A} Case Study
                  in Educational Data Mining},
  journal      = {CoRR},
  volume       = {abs/1806.05208},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.05208},
  eprinttype    = {arXiv},
  eprint       = {1806.05208},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-05208.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/RoweABEHBBE17,
  author       = {Elizabeth Rowe and
                  Jodi Asbell{-}Clarke and
                  Ryan S. Baker and
                  Michael Eagle and
                  Andrew Hicks and
                  Tiffany Barnes and
                  Rebecca Brown and
                  Teon Edwards},
  title        = {Assessing implicit science learning in digital games},
  journal      = {Comput. Hum. Behav.},
  volume       = {76},
  pages        = {617--630},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.chb.2017.03.043},
  doi          = {10.1016/J.CHB.2017.03.043},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/chb/RoweABEHBBE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/PedroBH17,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan S. Baker and
                  Neil T. Heffernan},
  title        = {An Integrated Look at Middle School Engagement and Learning in Digital
                  Environments as Precursors to College Attendance},
  journal      = {Technol. Knowl. Learn.},
  volume       = {22},
  number       = {3},
  pages        = {243--270},
  year         = {2017},
  url          = {https://doi.org/10.1007/s10758-017-9318-z},
  doi          = {10.1007/S10758-017-9318-Z},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkl/PedroBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/SlaterOBAAH17,
  author       = {Stefan Slater and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Ma. Victoria Almeda and
                  Laura K. Allen and
                  Neil T. Heffernan},
  title        = {Using natural language processing tools to develop complex models
                  of student engagement},
  booktitle    = {Seventh International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2017, San Antonio, TX, USA, October 23-26, 2017},
  pages        = {542--547},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ACII.2017.8273652},
  doi          = {10.1109/ACII.2017.8273652},
  timestamp    = {Thu, 18 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/SlaterOBAAH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BotelhoBH17,
  author       = {Anthony F. Botelho and
                  Ryan S. Baker and
                  Neil T. Heffernan},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Improving Sensor-Free Affect Detection Using Deep Learning},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {40--51},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_4},
  doi          = {10.1007/978-3-319-61425-0\_4},
  timestamp    = {Sat, 30 Sep 2023 09:33:58 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BotelhoBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/OcumpaughABDPRM17,
  author       = {Jaclyn Ocumpaugh and
                  Juan Miguel L. Andres and
                  Ryan S. Baker and
                  Jeanine DeFalco and
                  Luc Paquette and
                  Jonathan P. Rowe and
                  Bradford W. Mott and
                  James C. Lester and
                  Vasiliki Georgoulas and
                  Keith W. Brawner and
                  Robert A. Sottilare},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Affect Dynamics in Military Trainees Using vMedic: From Engaged Concentration
                  to Boredom to Confusion},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {238--249},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_20},
  doi          = {10.1007/978-3-319-61425-0\_20},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/OcumpaughABDPRM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PaquetteB17,
  author       = {Luc Paquette and
                  Ryan S. Baker},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Variations of Gaming Behaviors Across Populations of Students and
                  Across Learning Environments},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {274--286},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_23},
  doi          = {10.1007/978-3-319-61425-0\_23},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/PaquetteB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/EagleCSMBWMM17,
  author       = {Michael Eagle and
                  Albert T. Corbett and
                  John C. Stamper and
                  Bruce M. McLaren and
                  Ryan S. Baker and
                  Angela Z. Wagner and
                  Benjamin A. MacLaren and
                  Aaron P. Mitchell},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Exploring Learner Model Differences Between Students},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {494--497},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_48},
  doi          = {10.1007/978-3-319-61425-0\_48},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/EagleCSMBWMM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RiedeselZBTC17,
  author       = {Mark A. Riedesel and
                  Neil L. Zimmerman and
                  Ryan S. Baker and
                  Tom Titchener and
                  James Cooper},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Using a Model for Learning and Memory to Simulate Learner Response
                  in Spaced Practice},
  booktitle    = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  pages        = {644--649},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_81},
  doi          = {10.1007/978-3-319-61425-0\_81},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/RiedeselZBTC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscl/CrossleyDMBT17,
  author       = {Scott A. Crossley and
                  Mihai Dascalu and
                  Danielle S. McNamara and
                  Ryan S. Baker and
                  Stefan Trausan{-}Matu},
  editor       = {Brian K. Smith and
                  Marcela Borge and
                  Emma Mercier and
                  Kyu Yon Lim},
  title        = {Predicting Success in Massive Open Online Courses (MOOCs) Using Cohesion
                  Network Analysis},
  booktitle    = {12th International Conference on Computer Supported Collaborative
                  Learning, {CSCL} 2017, Philadelphia, Pennsylvania, USA, June 18-22,
                  2017},
  publisher    = {International Society of the Learning Sciences},
  year         = {2017},
  url          = {https://repository.isls.org/handle/1/220},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cscl/CrossleyDMBT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/AndresBSGSC17,
  author       = {Juan Miguel L. Andres and
                  Ryan S. Baker and
                  George Siemens and
                  Dragan Gasevic and
                  Catherine A. Spann and
                  Scott A. Crossley},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Studying {MOOC} Completion at Scale Using the {MOOC} Replication Framework},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_27.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/AndresBSGSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BeckCB17,
  author       = {Joseph Beck and
                  Min Chi and
                  Ryan S. Baker},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Workshop proposal: deep learning for educational data mining},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_15.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BeckCB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaiABSHH17,
  author       = {Shimin Kai and
                  Ma. Victoria Almeda and
                  Ryan S. Baker and
                  Nicole Shechtman and
                  Cristina Heffernan and
                  Neil T. Heffernan},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Modeling Wheel-spinning and Productive Persistence in Skill Builders},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_177.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KaiABSHH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaiAPBMWM17,
  author       = {Shimin Kai and
                  Juan Miguel L. Andres and
                  Luc Paquette and
                  Ryan S. Baker and
                  Kati Molnar and
                  Harriet Watkins and
                  Michael Moore},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Predicting Student Retention from Behavior in an Online Orientation
                  Course},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_84.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KaiAPBMWM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XieMSEBH17,
  author       = {Jun Xie and
                  Shirin Mojarad and
                  Keith T. Shubeck and
                  Alfred Essa and
                  Ryan S. Baker and
                  Xiangen Hu},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Student Learning Strategies to Predict Success in an Online Adaptive
                  Mathematics Tutoring System},
  booktitle    = {Proceedings of the 10th International Conference on Educational Data
                  Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2017},
  url          = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_141.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/XieMSEBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AgnihotriEB17,
  author       = {Lalitha Agnihotri and
                  Alfred Essa and
                  Ryan S. Baker},
  editor       = {Marek Hatala and
                  Alyssa Friend Wise and
                  Phil Winne and
                  Grace Lynch and
                  Xavier Ochoa and
                  Inge Molenaar and
                  Shane Dawson and
                  Shady Shehata and
                  Jennifer Pei{-}Ling Tan},
  title        = {Impact of student choice of content adoption delay on course outcomes},
  booktitle    = {Proceedings of the Seventh International Learning Analytics {\&}
                  Knowledge Conference, Vancouver, BC, Canada, March 13-17, 2017},
  pages        = {16--20},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3027385.3027437},
  doi          = {10.1145/3027385.3027437},
  timestamp    = {Wed, 01 Feb 2023 13:40:12 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/AgnihotriEB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AghababyanLB17,
  author       = {Ani Aghababyan and
                  Nicholas Lewkow and
                  Ryan S. Baker},
  editor       = {Marek Hatala and
                  Alyssa Friend Wise and
                  Phil Winne and
                  Grace Lynch and
                  Xavier Ochoa and
                  Inge Molenaar and
                  Shane Dawson and
                  Shady Shehata and
                  Jennifer Pei{-}Ling Tan},
  title        = {Exploring the asymmetry of metacognition},
  booktitle    = {Proceedings of the Seventh International Learning Analytics {\&}
                  Knowledge Conference, Vancouver, BC, Canada, March 13-17, 2017},
  pages        = {115--119},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3027385.3027388},
  doi          = {10.1145/3027385.3027388},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/AghababyanLB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/BrooksBA17,
  author       = {Christopher Brooks and
                  Ryan Baker and
                  Juan Miguel Limjap Andres},
  editor       = {Yoav Bergner and
                  Charles Lang and
                  Geraldine Gray and
                  Stephanie D. Teasley and
                  John C. Stamper},
  title        = {Infrastructure for Replication in Learning Analytics},
  booktitle    = {Joint Proceedings of the Workshop on Methodology in Learning Analytics
                  {(MLA)} and the Workshop on Building the Learning Analytics Curriculum
                  {(BLAC)} co-located with 7th International Learning Analytics and
                  Knowledge Conference {(LAK} 2017), Vancouver, Canada, March 13th-14th,
                  2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1915},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1915/paper3.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/BrooksBA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/SlaterBABH17,
  author       = {Stefan Slater and
                  Ryan S. Baker and
                  Ma. Victoria Almeda and
                  Alex J. Bowers and
                  Neil T. Heffernan},
  editor       = {Marek Hatala and
                  Alyssa Friend Wise and
                  Phil Winne and
                  Grace Lynch and
                  Xavier Ochoa and
                  Inge Molenaar and
                  Shane Dawson and
                  Shady Shehata and
                  Jennifer Pei{-}Ling Tan},
  title        = {Using correlational topic modeling for automated topic identification
                  in intelligent tutoring systems},
  booktitle    = {Proceedings of the Seventh International Learning Analytics {\&}
                  Knowledge Conference, Vancouver, BC, Canada, March 13-17, 2017},
  pages        = {393--397},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3027385.3027438},
  doi          = {10.1145/3027385.3027438},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/SlaterBABH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/OcumpaughBPHHHS17,
  author       = {Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Maria Ofelia Clarissa Z. San Pedro and
                  M. Aaron Hawn and
                  Cristina Heffernan and
                  Neil T. Heffernan and
                  Stefan A. Slater},
  editor       = {Marek Hatala and
                  Alyssa Friend Wise and
                  Phil Winne and
                  Grace Lynch and
                  Xavier Ochoa and
                  Inge Molenaar and
                  Shane Dawson and
                  Shady Shehata and
                  Jennifer Pei{-}Ling Tan},
  title        = {Guidance counselor reports of the ASSISTments college prediction model
                  {(ACPM)}},
  booktitle    = {Proceedings of the Seventh International Learning Analytics {\&}
                  Knowledge Conference, Vancouver, BC, Canada, March 13-17, 2017},
  pages        = {479--488},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3027385.3027435},
  doi          = {10.1145/3027385.3027435},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/OcumpaughBPHHHS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ZimmermanB17,
  author       = {Neil L. Zimmerman and
                  Ryan S. Baker},
  editor       = {Marek Hatala and
                  Alyssa Friend Wise and
                  Phil Winne and
                  Grace Lynch and
                  Xavier Ochoa and
                  Inge Molenaar and
                  Shane Dawson and
                  Shady Shehata and
                  Jennifer Pei{-}Ling Tan},
  title        = {Mining knowledge components from many untagged questions},
  booktitle    = {Proceedings of the Seventh International Learning Analytics {\&}
                  Knowledge Conference, Vancouver, BC, Canada, March 13-17, 2017},
  pages        = {566--567},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3027385.3029462},
  doi          = {10.1145/3027385.3029462},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/ZimmermanB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aied/2017,
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Artificial Intelligence in Education - 18th International Conference,
                  {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10331},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0},
  doi          = {10.1007/978-3-319-61425-0},
  isbn         = {978-3-319-61424-3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/Baker16a,
  author       = {Ryan S. Baker},
  title        = {Stupid Tutoring Systems, Intelligent Humans},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {26},
  number       = {2},
  pages        = {600--614},
  year         = {2016},
  url          = {https://doi.org/10.1007/s40593-016-0105-0},
  doi          = {10.1007/S40593-016-0105-0},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/Baker16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcal/BakerCO16,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Jody Clarke{-}Midura and
                  Jaclyn Ocumpaugh},
  title        = {Towards general models of effective science inquiry in virtual performance
                  assessments},
  journal      = {J. Comput. Assist. Learn.},
  volume       = {32},
  number       = {3},
  pages        = {267--280},
  year         = {2016},
  url          = {https://doi.org/10.1111/jcal.12128},
  doi          = {10.1111/JCAL.12128},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcal/BakerCO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/KovanovicGDJB16,
  author       = {Vitomir Kovanovic and
                  Dragan Gasevic and
                  Shane Dawson and
                  Srecko Joksimovic and
                  Ryan Baker},
  title        = {Does Time-on-task Estimation Matter? Implications on Validity of Learning
                  Analytics Findings},
  journal      = {J. Learn. Anal.},
  volume       = {2},
  number       = {3},
  pages        = {81--110},
  year         = {2016},
  url          = {https://doi.org/10.18608/jla.2015.23.6},
  doi          = {10.18608/JLA.2015.23.6},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/solarjla/KovanovicGDJB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/BoschDOBS16,
  author       = {Nigel Bosch and
                  Sidney K. D'Mello and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Valerie Shute},
  title        = {Using Video to Automatically Detect Learner Affect in Computer-Enabled
                  Classrooms},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {6},
  number       = {2},
  pages        = {17:1--17:26},
  year         = {2016},
  url          = {https://doi.org/10.1145/2946837},
  doi          = {10.1145/2946837},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tiis/BoschDOBS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GodwinSAKBF16,
  author       = {Karrie E. Godwin and
                  Howard J. Seltman and
                  Ma. Victoria Almeda and
                  Shimin Kai and
                  Ryan S. Baker and
                  Anna V. Fisher},
  editor       = {Anna Papafragou and
                  Daniel Grodner and
                  Daniel Mirman and
                  John C. Trueswell},
  title        = {The Variable Relationship Between On-Task Behavior and Learning},
  booktitle    = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
                  Recogbizing and Representing Events, CogSci 2016, Philadelphia, PA,
                  USA, August 10-13, 2016},
  publisher    = {cognitivesciencesociety.org},
  year         = {2016},
  url          = {https://mindmodeling.org/cogsci2016/papers/0150/index.html},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/GodwinSAKBF16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuBLBBBM16,
  author       = {Zhongxiu Liu and
                  Rebecca Brown and
                  Collin F. Lynch and
                  Tiffany Barnes and
                  Ryan S. Baker and
                  Yoav Bergner and
                  Danielle S. McNamara},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {{MOOC} Learner Behaviors by Country and Culture; an Exploratory Analysis},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {127--134},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_121.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/LiuBLBBBM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MaABM16,
  author       = {Yijun Ma and
                  Lalitha Agnihotri and
                  Ryan S. Baker and
                  Shirin Mojarad},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {Effect of student ability and question difficulty on duration},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {135--142},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_46.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/MaABM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SlaterOBSIH16,
  author       = {Stefan Slater and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Peter Scupelli and
                  Paul Salvador Inventado and
                  Neil T. Heffernan},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {Semantic Features of Math Problems: Relationships to Student Learning
                  and Engagement},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {223--230},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_140.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/SlaterOBSIH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/InventadoSIOHOB16,
  author       = {Paul Salvador Inventado and
                  Peter Scupelli and
                  Eric Van Inwegen and
                  Korinn Ostrow and
                  Neil Thomas Heffernan III and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Stefan Slater and
                  Mia Almeda},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {Hint Availability Slows Completion Times in Summer Work},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {388--393},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_166.pdf},
  timestamp    = {Fri, 03 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/InventadoSIOHOB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MalkiewichBSKP16,
  author       = {Laura J. Malkiewich and
                  Ryan S. Baker and
                  Valerie Shute and
                  Shiming Kai and
                  Luc Paquette},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {Classifying behavior to elucidate elegant problem solving in an educational
                  game},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {448--453},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_51.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/MalkiewichBSKP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BoschDBOSVWZ16,
  author       = {Nigel Bosch and
                  Sidney K. D'Mello and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh and
                  Valerie Shute and
                  Matthew Ventura and
                  Lubin Wang and
                  Weinan Zhao},
  editor       = {Subbarao Kambhampati},
  title        = {Detecting Student Emotions in Computer-Enabled Classrooms},
  booktitle    = {Proceedings of the Twenty-Fifth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
                  2016},
  pages        = {4125--4129},
  publisher    = {{IJCAI/AAAI} Press},
  year         = {2016},
  url          = {http://www.ijcai.org/Abstract/16/615},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/BoschDBOSVWZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/CrossleyPDMB16,
  author       = {Scott A. Crossley and
                  Luc Paquette and
                  Mihai Dascalu and
                  Danielle S. McNamara and
                  Ryan S. Baker},
  editor       = {Dragan Gasevic and
                  Grace Lynch and
                  Shane Dawson and
                  Hendrik Drachsler and
                  Carolyn Penstein Ros{\'{e}}},
  title        = {Combining click-stream data with {NLP} tools to better understand
                  {MOOC} completion},
  booktitle    = {Proceedings of the Sixth International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2016, Edinburgh, United Kingdom, April 25-29,
                  2016},
  pages        = {6--14},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2883851.2883931},
  doi          = {10.1145/2883851.2883931},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/CrossleyPDMB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ZhuBZBWP16,
  author       = {Mengxiao Zhu and
                  Yoav Bergner and
                  Yan Zhang and
                  Ryan S. Baker and
                  Yuan Wang and
                  Luc Paquette},
  editor       = {Dragan Gasevic and
                  Grace Lynch and
                  Shane Dawson and
                  Hendrik Drachsler and
                  Carolyn Penstein Ros{\'{e}}},
  title        = {Longitudinal engagement, performance, and social connectivity: a {MOOC}
                  case study using exponential random graph models},
  booktitle    = {Proceedings of the Sixth International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2016, Edinburgh, United Kingdom, April 25-29,
                  2016},
  pages        = {223--230},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2883851.2883934},
  doi          = {10.1145/2883851.2883934},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/ZhuBZBWP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/AlevenBWSP16,
  author       = {Vincent Aleven and
                  Ryan S. Baker and
                  Yuan Wang and
                  Jonathan Sewall and
                  Octav Popescu},
  editor       = {Jeff Haywood and
                  Vincent Aleven and
                  Judy Kay and
                  Ido Roll},
  title        = {Bringing Non-programmer Authoring of Intelligent Tutors to MOOCs},
  booktitle    = {Proceedings of the Third {ACM} Conference on Learning @ Scale, L@S
                  2016, Edinburgh, Scotland, UK, April 25 - 26, 2016},
  pages        = {313--316},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2876034.2893442},
  doi          = {10.1145/2876034.2893442},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lats/AlevenBWSP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/EagleCSMBWMM16,
  author       = {Michael Eagle and
                  Albert T. Corbett and
                  John C. Stamper and
                  Bruce M. McLaren and
                  Ryan Shaun Joazeiro de Baker and
                  Angela Z. Wagner and
                  Benjamin A. MacLaren and
                  Aaron P. Mitchell},
  editor       = {Julita Vassileva and
                  James Blustein and
                  Lora Aroyo and
                  Sidney K. D'Mello},
  title        = {Predicting Individual Differences for Learner Modeling in Intelligent
                  Tutors from Previous Learner Activities},
  booktitle    = {Proceedings of the 2016 Conference on User Modeling Adaptation and
                  Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016},
  pages        = {55--63},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2930238.2930255},
  doi          = {10.1145/2930238.2930255},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/EagleCSMBWMM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/OwenAB16,
  author       = {V. Elizabeth Owen and
                  Gabriella Anton and
                  Ryan S. Baker},
  editor       = {Julita Vassileva and
                  James Blustein and
                  Lora Aroyo and
                  Sidney K. D'Mello},
  title        = {Modeling User Exploration and Boundary Testing in Digital Learning
                  Games},
  booktitle    = {Proceedings of the 2016 Conference on User Modeling Adaptation and
                  Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016},
  pages        = {301--302},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2930238.2930271},
  doi          = {10.1145/2930238.2930271},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/um/OwenAB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/OganWBRSC15,
  author       = {Amy Ogan and
                  Erin Walker and
                  Ryan S. Baker and
                  Ma. Mercedes T. Rodrigo and
                  Jose Carlo A. Soriano and
                  Maynor Jimenez Castro},
  title        = {Towards Understanding How to Assess Help-Seeking Behavior Across Cultures},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {25},
  number       = {2},
  pages        = {229--248},
  year         = {2015},
  url          = {https://doi.org/10.1007/s40593-014-0034-8},
  doi          = {10.1007/S40593-014-0034-8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/OganWBRSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/ShuteDBCBOVA15,
  author       = {Valerie J. Shute and
                  Sidney K. D'Mello and
                  Ryan Shaun Joazeiro de Baker and
                  Kyunghwa Cho and
                  Nigel Bosch and
                  Jaclyn Ocumpaugh and
                  Matthew Ventura and
                  Ma. Victoria Almeda},
  title        = {Modeling how incoming knowledge, persistence, affective states, and
                  in-game progress influence student learning from an educational game},
  journal      = {Comput. Educ.},
  volume       = {86},
  pages        = {224--235},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.compedu.2015.08.001},
  doi          = {10.1016/J.COMPEDU.2015.08.001},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ce/ShuteDBCBOVA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BoschDBOS15,
  author       = {Nigel Bosch and
                  Sidney K. D'Mello and
                  Ryan Shaun Joazeiro de Baker and
                  Jaclyn Ocumpaugh and
                  Valerie J. Shute},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Temporal Generalizability of Face-Based Affect Detection in Noisy
                  Classroom Environments},
  booktitle    = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  pages        = {44--53},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_5},
  doi          = {10.1007/978-3-319-19773-9\_5},
  timestamp    = {Thu, 23 Jun 2022 19:58:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BoschDBOS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AlevenSPXCBWSRG15,
  author       = {Vincent Aleven and
                  Jonathan Sewall and
                  Octav Popescu and
                  Franceska Xhakaj and
                  Dhruv Chand and
                  Ryan Shaun Joazeiro de Baker and
                  Yuan Elle Wang and
                  George Siemens and
                  Carolyn P. Ros{\'{e}} and
                  Dragan Gasevic},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {The Beginning of a Beautiful Friendship? Intelligent Tutoring Systems
                  and MOOCs},
  booktitle    = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  pages        = {525--528},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_53},
  doi          = {10.1007/978-3-319-19773-9\_53},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/AlevenSPXCBWSRG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JiangBPPH15,
  author       = {Yang Jiang and
                  Ryan Shaun Joazeiro de Baker and
                  Luc Paquette and
                  Maria Ofelia Clarissa Z. San Pedro and
                  Neil T. Heffernan},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Learning, Moment-by-Moment and Over the Long Term},
  booktitle    = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  pages        = {654--657},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_84},
  doi          = {10.1007/978-3-319-19773-9\_84},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/JiangBPPH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/MulqueenyMKBO15,
  author       = {Kevin Mulqueeny and
                  Leigh A. Mingle and
                  Victor Kostyuk and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Improving Engagement in an E-Learning Environment},
  booktitle    = {Artificial Intelligence in Education - 17th International Conference,
                  {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9112},
  pages        = {730--733},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_103},
  doi          = {10.1007/978-3-319-19773-9\_103},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/MulqueenyMKBO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/MooreBG15,
  author       = {Gregory R. Moore and
                  Ryan Shaun Baker and
                  Sujith M. Gowda},
  editor       = {David C. Noelle and
                  Rick Dale and
                  Anne S. Warlaumont and
                  Jeff Yoshimi and
                  Teenie Matlock and
                  Carolyn D. Jennings and
                  Paul P. Maglio},
  title        = {The Antecedents of Moments of Learning},
  booktitle    = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society,
                  CogSci 2015, Pasadena, California, USA, July 22-25, 2015},
  publisher    = {cognitivesciencesociety.org},
  year         = {2015},
  url          = {https://mindmodeling.org/cogsci2015/papers/0284/index.html},
  timestamp    = {Tue, 02 Feb 2021 08:02:02 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/MooreBG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BrownLEABBBM15,
  author       = {Rebecca Brown and
                  Collin F. Lynch and
                  Michael Eagle and
                  Jennifer L. Albert and
                  Tiffany Barnes and
                  Ryan S. Baker and
                  Yoav Bergner and
                  Danielle S. McNamara},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Good Communities and Bad Communities: Does Membership Affect Performance?},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {612--613},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/poster612-613.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BrownLEABBBM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BrownLWEABBBM15,
  author       = {Rebecca Brown and
                  Collin F. Lynch and
                  Yuan Wang and
                  Michael Eagle and
                  Jennifer L. Albert and
                  Tiffany Barnes and
                  Ryan Shaun Baker and
                  Yoav Bergner and
                  Danielle S. McNamara},
  editor       = {Kaska Porayska{-}Pomsta and
                  Katrien Verbert},
  title        = {Communities of Performance {\&} Communities of Preference},
  booktitle    = {Workshops Proceedings of {EDM} 2015 8th International Conference on
                  Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1446},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1446/GEDM\_2015\_Submission\_2.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:19 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BrownLWEABBBM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SiemensBG15,
  author       = {George Siemens and
                  Ryan S. Baker and
                  Dragan Gasevic},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Personal Knowledge/Learning Graph},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {5},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract5.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/SiemensBG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerCMSS15,
  author       = {Ryan S. Baker and
                  John Carney and
                  Piotr Mitros and
                  Bror Saxberg and
                  John C. Stamper},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {The Future of Practical Applications of {EDM} at Scale},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {11},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract11.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerCMSS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerBGHPW15,
  author       = {Ryan S. Baker and
                  Peter Brusilovsky and
                  Dragan Gasevic and
                  Neil T. Heffernan and
                  Mykola Pechenizkiy and
                  Alyssa Friend Wise},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Grand Challenges for {EDM} and Related Research Areas},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {15},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/abstract15.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerBGHPW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KaiPBBDOSV15,
  author       = {Shiming Kai and
                  Luc Paquette and
                  Ryan S. Baker and
                  Nigel Bosch and
                  Sidney K. D'Mello and
                  Jaclyn Ocumpaugh and
                  Valerie Shute and
                  Matthew Ventura},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {A Comparison of Face-based and Interaction-based Affect Detectors
                  in Physics Playground},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {77--84},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full77-84.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KaiPBBDOSV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PedroSBMH15,
  author       = {Maria Ofelia San Pedro and
                  Erica L. Snow and
                  Ryan S. Baker and
                  Danielle S. McNamara and
                  Neil T. Heffernan},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Exploring Dynamical Assessments of Affect, Behavior, and Cognition
                  and Math State Test Achievement},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {85--92},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full85-92.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PedroSBMH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaquetteRBMLDBS15,
  author       = {Luc Paquette and
                  Jonathan P. Rowe and
                  Ryan S. Baker and
                  Bradford W. Mott and
                  James C. Lester and
                  Jeanine DeFalco and
                  Keith W. Brawner and
                  Robert A. Sottilare and
                  Vasiliki Georgoulas},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Sensor-Free or Sensor-Full: {A} Comparison of Data Modalities in Multi-Channel
                  Affect Detection},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {93--100},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full93-100.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PaquetteRBMLDBS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/JiangPBC15,
  author       = {Yang Jiang and
                  Luc Paquette and
                  Ryan S. Baker and
                  Jody Clarke{-}Midura},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Comparing Novice and Experienced Students in Virtual Performance Assessments},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {136--143},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full136-143.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/JiangPBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerLLP15,
  author       = {Ryan S. Baker and
                  David Lindrum and
                  Mary Jane Lindrum and
                  David Perkowski},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Analyzing Early At-Risk Factors in Higher Education e-Learning Courses},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {150--155},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full150-155.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerLLP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/CrossleyMBWPBB15,
  author       = {Scott A. Crossley and
                  Danielle S. McNamara and
                  Ryan S. Baker and
                  Yuan Wang and
                  Luc Paquette and
                  Tiffany Barnes and
                  Yoav Bergner},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Language to Completion: Success in an Educational Data Mining Massive
                  Open Online Class},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {388--391},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/short388-391.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/CrossleyMBWPBB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RoweBA15,
  author       = {Elizabeth Rowe and
                  Ryan S. Baker and
                  Jodi Asbell{-}Clarke},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Strategic Game Moves Mediate Implicit Science Learning},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {432--435},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/short432-435.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/RoweBA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SnowPJMB15,
  author       = {Erica L. Snow and
                  Maria Ofelia San Pedro and
                  Matthew E. Jacovina and
                  Danielle S. McNamara and
                  Ryan S. Baker},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Achievement versus Experience: Predicting Students' Choices during
                  Gameplay},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {564--565},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/poster564-565.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/SnowPJMB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaquetteOB15,
  author       = {Luc Paquette and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker},
  editor       = {Olga C. Santos and
                  Jesus Boticario and
                  Crist{\'{o}}bal Romero and
                  Mykola Pechenizkiy and
                  Agathe Merceron and
                  Piotr Mitros and
                  Jos{\'{e}} Mar{\'{\i}}a Luna and
                  Marian Cristian Mihaescu and
                  Pablo Moreno and
                  Arnon Hershkovitz and
                  Sebasti{\'{a}}n Ventura and
                  Michel C. Desmarais},
  title        = {Simulating Multi-Subject Momentary Time Sampling},
  booktitle    = {Proceedings of the 8th International Conference on Educational Data
                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
  pages        = {586--587},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2015},
  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/poster586-587.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PaquetteOB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/BoschCDBS15,
  author       = {Nigel Bosch and
                  Huili Chen and
                  Sidney K. D'Mello and
                  Ryan Shaun Baker and
                  Valerie J. Shute},
  editor       = {Zhengyou Zhang and
                  Phil Cohen and
                  Dan Bohus and
                  Radu Horaud and
                  Helen Meng},
  title        = {Accuracy vs. Availability Heuristic in Multimodal Affect Detection
                  in the Wild},
  booktitle    = {Proceedings of the 2015 {ACM} on International Conference on Multimodal
                  Interaction, Seattle, WA, USA, November 09 - 13, 2015},
  pages        = {267--274},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2818346.2820739},
  doi          = {10.1145/2818346.2820739},
  timestamp    = {Tue, 25 May 2021 15:13:19 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/BoschCDBS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/BoschDBOSVWZ15,
  author       = {Nigel Bosch and
                  Sidney K. D'Mello and
                  Ryan Shaun Baker and
                  Jaclyn Ocumpaugh and
                  Valerie Shute and
                  Matthew Ventura and
                  Lubin Wang and
                  Weinan Zhao},
  editor       = {Oliver Brdiczka and
                  Polo Chau and
                  Giuseppe Carenini and
                  Shimei Pan and
                  Per Ola Kristensson},
  title        = {Automatic Detection of Learning-Centered Affective States in the Wild},
  booktitle    = {Proceedings of the 20th International Conference on Intelligent User
                  Interfaces, {IUI} 2015, Atlanta, GA, USA, March 29 - April 01, 2015},
  pages        = {379--388},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2678025.2701397},
  doi          = {10.1145/2678025.2701397},
  timestamp    = {Tue, 06 Nov 2018 11:07:40 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/BoschDBOSVWZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/PedroBHO15,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan Shaun Baker and
                  Neil T. Heffernan and
                  Jaclyn Ocumpaugh},
  editor       = {Josh Baron and
                  Grace Lynch and
                  Nicole Maziarz and
                  Paulo Blikstein and
                  Agathe Merceron and
                  George Siemens},
  title        = {Exploring college major choice and middle school student behavior,
                  affect and learning: what happens to students who game the system?},
  booktitle    = {Proceedings of the Fifth International Conference on Learning Analytics
                  And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
  pages        = {36--40},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2723576.2723610},
  doi          = {10.1145/2723576.2723610},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/PedroBHO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/KovanovicGDJBH15,
  author       = {Vitomir Kovanovic and
                  Dragan Gasevic and
                  Shane Dawson and
                  Srecko Joksimovic and
                  Ryan S. Baker and
                  Marek Hatala},
  editor       = {Josh Baron and
                  Grace Lynch and
                  Nicole Maziarz and
                  Paulo Blikstein and
                  Agathe Merceron and
                  George Siemens},
  title        = {Penetrating the black box of time-on-task estimation},
  booktitle    = {Proceedings of the Fifth International Conference on Learning Analytics
                  And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
  pages        = {184--193},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2723576.2723623},
  doi          = {10.1145/2723576.2723623},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/KovanovicGDJBH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MillerBLPLW15,
  author       = {William L. Miller and
                  Ryan Shaun Baker and
                  Matthew J. Labrum and
                  Karen Petsche and
                  Yu{-}Han Liu and
                  Angela Z. Wagner},
  editor       = {Josh Baron and
                  Grace Lynch and
                  Nicole Maziarz and
                  Paulo Blikstein and
                  Agathe Merceron and
                  George Siemens},
  title        = {Automated detection of proactive remediation by teachers in reasoning
                  mind classrooms},
  booktitle    = {Proceedings of the Fifth International Conference on Learning Analytics
                  And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
  pages        = {290--294},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2723576.2723607},
  doi          = {10.1145/2723576.2723607},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/MillerBLPLW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdoc/OcumpaughBRSVAM15,
  author       = {Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Ma. Mercedes T. Rodrigo and
                  Aatish Salvi and
                  Martin Van Velsen and
                  Ani Aghababyan and
                  Taylor Martin},
  editor       = {Kathie Gossett and
                  Angie Mallory and
                  Dawn M. Armfield},
  title        = {{HART:} the human affect recording tool},
  booktitle    = {Proceedings of the 33rd Annual International Conference on the Design
                  of Communication, {SIGDOC} 2015, Limerick, Ireland, July 16-17, 2015},
  pages        = {24:1--24:6},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2775441.2775480},
  doi          = {10.1145/2775441.2775480},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdoc/OcumpaughBRSVAM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PaquetteBCO15,
  author       = {Luc Paquette and
                  Ryan Shaun Baker and
                  Adriana M. J. B. de Carvalho and
                  Jaclyn Ocumpaugh},
  editor       = {Francesco Ricci and
                  Kalina Bontcheva and
                  Owen Conlan and
                  S{\'{e}}amus Lawless},
  title        = {Cross-System Transfer of Machine Learned and Knowledge Engineered
                  Models of Gaming the System},
  booktitle    = {User Modeling, Adaptation and Personalization - 23rd International
                  Conference, {UMAP} 2015, Dublin, Ireland, June 29 - July 3, 2015.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9146},
  pages        = {183--194},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-20267-9\_15},
  doi          = {10.1007/978-3-319-20267-9\_15},
  timestamp    = {Mon, 15 Jun 2020 17:09:34 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PaquetteBCO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/PedroBR14,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Ma. Mercedes T. Rodrigo},
  title        = {Carelessness and Affect in an Intelligent Tutoring System for Mathematics},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {24},
  number       = {2},
  pages        = {189--210},
  year         = {2014},
  url          = {https://doi.org/10.1007/s40593-014-0015-y},
  doi          = {10.1007/S40593-014-0015-Y},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/PedroBR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bjet/OcumpaughBGHH14,
  author       = {Jaclyn Ocumpaugh and
                  Ryan Shaun Baker and
                  Sujith M. Gowda and
                  Neil T. Heffernan and
                  Cristina Heffernan},
  title        = {Population validity for educational data mining models: {A} case study
                  in affect detection},
  journal      = {Br. J. Educ. Technol.},
  volume       = {45},
  number       = {3},
  pages        = {487--501},
  year         = {2014},
  url          = {https://doi.org/10.1111/bjet.12156},
  doi          = {10.1111/BJET.12156},
  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bjet/OcumpaughBGHH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Baker14,
  author       = {Ryan S. Baker},
  title        = {Educational Data Mining: An Advance for Intelligent Systems in Education},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {29},
  number       = {3},
  pages        = {78--82},
  year         = {2014},
  url          = {https://doi.org/10.1109/MIS.2014.42},
  doi          = {10.1109/MIS.2014.42},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/expert/Baker14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/PardosBPGG14,
  author       = {Zachary A. Pardos and
                  Ryan S. Baker and
                  Maria Ofelia San Pedro and
                  Sujith M. Gowda and
                  Supreeth M. Gowda},
  title        = {Affective States and State Tests: Investigating How Affect and Engagement
                  during the School Year Predict End-of-Year Learning Outcomes},
  journal      = {J. Learn. Anal.},
  volume       = {1},
  number       = {1},
  pages        = {107--128},
  year         = {2014},
  url          = {https://doi.org/10.18608/jla.2014.11.6},
  doi          = {10.18608/JLA.2014.11.6},
  timestamp    = {Thu, 09 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/solarjla/PardosBPGG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/solarjla/WangPB14,
  author       = {Yuan Wang and
                  Luc Paquette and
                  Ryan Baker},
  title        = {A Longitudinal Study on Learner Career Advancement in MOOCs},
  journal      = {J. Learn. Anal.},
  volume       = {1},
  number       = {3},
  pages        = {203--206},
  year         = {2014},
  url          = {https://doi.org/10.18608/jla.2014.13.23},
  doi          = {10.18608/JLA.2014.13.23},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/solarjla/WangPB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/MillerBR14,
  author       = {William L. Miller and
                  Ryan S. Baker and
                  Lisa M. Rossi},
  title        = {Unifying Computer-Based Assessment Across Conceptual Instruction,
                  Problem-Solving, and Digital Games},
  journal      = {Technol. Knowl. Learn.},
  volume       = {19},
  number       = {1-2},
  pages        = {165--181},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10758-014-9225-5},
  doi          = {10.1007/S10758-014-9225-5},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkl/MillerBR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/BerlandBB14,
  author       = {Matthew Berland and
                  Ryan S. Baker and
                  Paulo Blikstein},
  title        = {Educational Data Mining and Learning Analytics: Applications to Constructionist
                  Research},
  journal      = {Technol. Knowl. Learn.},
  volume       = {19},
  number       = {1-2},
  pages        = {205--220},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10758-014-9223-7},
  doi          = {10.1007/S10758-014-9223-7},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkl/BerlandBB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/PaquetteCB14,
  author       = {Luc Paquette and
                  Adriana M. J. B. de Carvalho and
                  Ryan Shaun Baker},
  editor       = {Paul Bello and
                  Marcello Guarini and
                  Marjorie McShane and
                  Brian Scassellati},
  title        = {Towards Understanding Expert Coding of Student Disengagement in Online
                  Learning},
  booktitle    = {Proceedings of the 36th Annual Meeting of the Cognitive Science Society,
                  CogSci 2014, Quebec City, Canada, July 23-26, 2014},
  publisher    = {cognitivesciencesociety.org},
  year         = {2014},
  url          = {https://mindmodeling.org/cogsci2014/papers/200/},
  timestamp    = {Tue, 23 Feb 2016 15:31:32 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/PaquetteCB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BazalduaBP14,
  author       = {Diego Luna Bazaldua and
                  Ryan S. Baker and
                  Maria Ofelia San Pedro},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Comparing Expert and Metric-Based Assessments of Association Rule
                  Interestingness},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {44--51},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/longpapers/44\_EDM-2014-Full.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BazalduaBP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PedroOBH14,
  author       = {Maria Ofelia San Pedro and
                  Jaclyn Ocumpaugh and
                  Ryan S. Baker and
                  Neil T. Heffernan},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Predicting {STEM} and Non-STEM College Major Enrollment from Middle
                  School Interaction with Mathematics Educational Software},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {276--279},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/shortpapers/276\_EDM-2014-Short.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PedroOBH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PaquetteCBO14,
  author       = {Luc Paquette and
                  Adriana M. J. B. de Carvalho and
                  Ryan S. Baker and
                  Jaclyn Ocumpaugh},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Reengineering the Feature Distillation Process: {A} case study in
                  detection of Gaming the System},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {284--287},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/shortpapers/284\_EDM-2014-Short.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PaquetteCBO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RoweBAKH14,
  author       = {Elizabeth Rowe and
                  Ryan S. Baker and
                  Jodi Asbell{-}Clarke and
                  Emily Kasman and
                  William J. Hawkins},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Building Automated Detectors of Gameplay Strategies to Measure Implicit
                  Science Learning},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {337--338},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/posters/13\_EDM-2014-Poster.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/RoweBAKH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerO14,
  author       = {Ryan S. Baker and
                  Jaclyn Ocumpaugh},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Cost-Effective, Actionable Engagement Detection at Scale},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {345--346},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/posters/21\_EDM-2014-Poster.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HsiaoCMBN14,
  author       = {I{-}Han Hsiao and
                  Hui Soo Chae and
                  Manav Malhotra and
                  Ryan S. Baker and
                  Gary Natriello},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Exploring Engaging Dialogues in Video Discussions},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {363--364},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/posters/39\_EDM-2014-Poster.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HsiaoCMBN14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/PedroJPBG14,
  author       = {Michael Sao Pedro and
                  Yang Jiang and
                  Luc Paquette and
                  Ryan S. Baker and
                  Janice D. Gobert},
  editor       = {William R. Penuel and
                  A. Susan Jurow and
                  Kevin O'Connor},
  title        = {Identifying Transfer of Inquiry Skills across Physical Science Simulations
                  using Educational Data Mining},
  booktitle    = {Learning and Becoming in Practice: Proceedings of the 11th International
                  Conference of the Learning Sciences, {ICLS} 2014, Boulder, Colorado,
                  USA, June 23-27, 2014},
  publisher    = {International Society of the Learning Sciences},
  year         = {2014},
  url          = {https://repository.isls.org/handle/1/1116},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icls/PedroJPBG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/PaquetteBPGRNK14,
  author       = {Luc Paquette and
                  Ryan Shaun Joazeiro de Baker and
                  Michael A. Sao Pedro and
                  Janice D. Gobert and
                  Lisa M. Rossi and
                  Adam Nakama and
                  Zakkai Kauffman{-}Rogoff},
  editor       = {Stefan Trausan{-}Matu and
                  Kristy Elizabeth Boyer and
                  Martha E. Crosby and
                  Kitty Panourgia},
  title        = {Sensor-Free Affect Detection for a Simulation-Based Science Inquiry
                  Learning Environment},
  booktitle    = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
                  2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8474},
  pages        = {1--10},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07221-0\_1},
  doi          = {10.1007/978-3-319-07221-0\_1},
  timestamp    = {Wed, 25 Sep 2019 18:06:32 +0200},
  biburl       = {https://dblp.org/rec/conf/its/PaquetteBPGRNK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/HawkinsHB14,
  author       = {William J. Hawkins and
                  Neil T. Heffernan and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Stefan Trausan{-}Matu and
                  Kristy Elizabeth Boyer and
                  Martha E. Crosby and
                  Kitty Panourgia},
  title        = {Learning Bayesian Knowledge Tracing Parameters with a Knowledge Heuristic
                  and Empirical Probabilities},
  booktitle    = {Intelligent Tutoring Systems - 12th International Conference, {ITS}
                  2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8474},
  pages        = {150--155},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07221-0\_18},
  doi          = {10.1007/978-3-319-07221-0\_18},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/HawkinsHB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/AlmedaSBWF14,
  author       = {Ma. Victoria Almeda and
                  Peter Scupelli and
                  Ryan S. Baker and
                  Mimi Weber and
                  Anna V. Fisher},
  editor       = {Matthew D. Pistilli and
                  James Willis and
                  Drew Koch and
                  Kimberly E. Arnold and
                  Stephanie D. Teasley and
                  Abelardo Pardo},
  title        = {Clustering of design decisions in classroom visual displays},
  booktitle    = {Learning Analytics and Knowledge Conference 2014, {LAK} '14, Indianapolis,
                  IN, USA, March 24-28, 2014},
  pages        = {44--48},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2567574.2567605},
  doi          = {10.1145/2567574.2567605},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/AlmedaSBWF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerOGKM14,
  author       = {Ryan Shaun Baker and
                  Jaclyn Ocumpaugh and
                  Sujith M. Gowda and
                  Amy M. Kamarainen and
                  Shari J. Metcalf},
  editor       = {Vania Dimitrova and
                  Tsvi Kuflik and
                  David Chin and
                  Francesco Ricci and
                  Peter Dolog and
                  Geert{-}Jan Houben},
  title        = {Extending Log-Based Affect Detection to a Multi-User Virtual Environment
                  for Science},
  booktitle    = {User Modeling, Adaptation, and Personalization - 22nd International
                  Conference, {UMAP} 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8538},
  pages        = {290--300},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08786-3\_25},
  doi          = {10.1007/978-3-319-08786-3\_25},
  timestamp    = {Mon, 16 Sep 2019 15:30:01 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerOGKM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/OcumpaughBKM14,
  author       = {Jaclyn Ocumpaugh and
                  Ryan Shaun Baker and
                  Amy M. Kamarainen and
                  Shari J. Metcalf},
  editor       = {Iv{\'{a}}n Cantador and
                  Min Chi and
                  Rosta Farzan and
                  Robert J{\"{a}}schke},
  title        = {Modifying Field Observation Methods on the Fly: Creative Metanarrative
                  and Disgust in an Environmental {MUVE}},
  booktitle    = {Posters, Demos, Late-breaking Results and Workshop Proceedings of
                  the 22nd Conference on User Modeling, Adaptation, and Personalization
                  co-located with the 22nd Conference on User Modeling, Adaptation,
                  and Personalization (UMAP2014), Aalborg, Denmark, July 7-11, 2014},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1181},
  publisher    = {CEUR-WS.org},
  year         = {2014},
  url          = {https://ceur-ws.org/Vol-1181/pale2014\_paper\_06.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:25 +0100},
  biburl       = {https://dblp.org/rec/conf/um/OcumpaughBKM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/Porayska-PomstaMDCB13,
  author       = {Kaska Porayska{-}Pomsta and
                  Manolis Mavrikis and
                  Sidney K. D'Mello and
                  Cristina Conati and
                  Ryan Shaun Joazeiro de Baker},
  title        = {Knowledge Elicitation Methods for Affect Modelling in Education},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {22},
  number       = {3},
  pages        = {107--140},
  year         = {2013},
  url          = {https://doi.org/10.3233/JAI-130032},
  doi          = {10.3233/JAI-130032},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/Porayska-PomstaMDCB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/GowdaBCR13,
  author       = {Sujith M. Gowda and
                  Ryan S. Baker and
                  Albert T. Corbett and
                  Lisa M. Rossi},
  title        = {Towards Automatically Detecting Whether Student Learning is Shallow},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {23},
  number       = {1-4},
  pages        = {50--70},
  year         = {2013},
  url          = {https://doi.org/10.1007/s40593-013-0006-4},
  doi          = {10.1007/S40593-013-0006-4},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aiedu/GowdaBCR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/KoedingerBBMS13,
  author       = {Kenneth R. Koedinger and
                  Emma Brunskill and
                  Ryan Shaun Joazeiro de Baker and
                  Elizabeth A. McLaughlin and
                  John C. Stamper},
  title        = {New Potentials for Data-Driven Intelligent Tutoring System Development
                  and Optimization},
  journal      = {{AI} Mag.},
  volume       = {34},
  number       = {3},
  pages        = {27--41},
  year         = {2013},
  url          = {https://doi.org/10.1609/aimag.v34i3.2484},
  doi          = {10.1609/AIMAG.V34I3.2484},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/KoedingerBBMS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/PedroBGMN13,
  author       = {Michael A. Sao Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert and
                  Orlando Montalvo and
                  Adam Nakama},
  title        = {Leveraging machine-learned detectors of systematic inquiry behavior
                  to estimate and predict transfer of inquiry skill},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {23},
  number       = {1},
  pages        = {1--39},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11257-011-9101-0},
  doi          = {10.1007/S11257-011-9101-0},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/PedroBGMN13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/HawkinsHB13,
  author       = {William J. Hawkins and
                  Neil T. Heffernan and
                  Ryan Shaun Joazeiro de Baker},
  title        = {Which Is More Responsible for Boredom in Intelligent Tutoring Systems:
                  Students (Trait) or Problems (State)?},
  booktitle    = {2013 Humaine Association Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2013, Geneva, Switzerland, September 2-5, 2013},
  pages        = {618--623},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ACII.2013.108},
  doi          = {10.1109/ACII.2013.108},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/HawkinsHB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PedroBGH13,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda and
                  Neil T. Heffernan},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Towards an Understanding of Affect and Knowledge from Student Interaction
                  with an Intelligent Tutoring System},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {41--50},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_5},
  doi          = {10.1007/978-3-642-39112-5\_5},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/PedroBGH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/CorbettMWKMB13,
  author       = {Albert T. Corbett and
                  Benjamin A. MacLaren and
                  Angela Z. Wagner and
                  Linda R. Kauffman and
                  Aaron P. Mitchell and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Differential Impact of Learning Activities Designed to Support Robust
                  Learning in the Genetics Cognitive Tutor},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {319--328},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_33},
  doi          = {10.1007/978-3-642-39112-5\_33},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/CorbettMWKMB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/DeFalcoB13,
  author       = {Jeanine DeFalco and
                  Ryan S. Baker},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {Detection and Transition Analysis of Engagement and Affect in a Simulation-Based
                  Combat Medic Training Environment},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0711.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:42 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/DeFalcoB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/DoddannaraGBGC13,
  author       = {Lakshmi S. Doddannara and
                  Sujith M. Gowda and
                  Ryan Shaun Joazeiro de Baker and
                  Supreeth M. Gowda and
                  Adriana M. J. B. de Carvalho},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Exploring the Relationships between Design, Students' Affective States,
                  and Disengaged Behaviors within an {ITS}},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {31--40},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_4},
  doi          = {10.1007/978-3-642-39112-5\_4},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/DoddannaraGBGC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/HershkovitzBMRV13,
  author       = {Arnon Hershkovitz and
                  Ryan Shaun Joazeiro de Baker and
                  Gregory R. Moore and
                  Lisa M. Rossi and
                  Martin Van Velsen},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {The Interplay between Affect and Engagement in Classrooms Using {AIED}
                  Software},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {587--590},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_65},
  doi          = {10.1007/978-3-642-39112-5\_65},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/HershkovitzBMRV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/InventadoLMNDB13,
  author       = {Paul Salvador Inventado and
                  Roberto Sebastian Legaspi and
                  Koichi Moriyama and
                  Masayuki Numao and
                  Jeanine DeFalco and
                  Ryan S. Baker},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {An architecture for identifying and using effective learning behavior
                  to help students manage learning},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0814.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/InventadoLMNDB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/OcumpaughBGLD13,
  author       = {Jaclyn Ocumpaugh and
                  Ryan Shaun Joazeiro de Baker and
                  Steven Gaudino and
                  Matthew J. Labrum and
                  Travis Dezendorf},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Field Observations of Engagement in Reasoning Mind},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {624--627},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_74},
  doi          = {10.1007/978-3-642-39112-5\_74},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/OcumpaughBGLD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/GoldinMBAB13,
  author       = {Ilya M. Goldin and
                  Taylor Martin and
                  Ryan Shaun Joazeiro de Baker and
                  Vincent Aleven and
                  Tiffany Barnes},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Formative Feedback in Interactive Learning Environments},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {946},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_158},
  doi          = {10.1007/978-3-642-39112-5\_158},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/GoldinMBAB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/CorbettMWKMB13,
  author       = {Albert T. Corbett and
                  Benjamin A. MacLaren and
                  Angela Z. Wagner and
                  Linda R. Kauffman and
                  Aaron P. Mitchell and
                  Ryan Shaun Baker},
  editor       = {Markus Knauff and
                  Michael Pauen and
                  Natalie Sebanz and
                  Ipke Wachsmuth},
  title        = {Enhancing Robust Learning Through Problem Solving in the Genetics
                  Cognitive Tutor},
  booktitle    = {Proceedings of the 35th Annual Meeting of the Cognitive Science Society,
                  CogSci 2013, Berlin, Germany, July 31 - August 3, 2013},
  publisher    = {cognitivesciencesociety.org},
  year         = {2013},
  url          = {https://mindmodeling.org/cogsci2013/papers/0385/index.html},
  timestamp    = {Tue, 02 Feb 2021 08:01:55 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/CorbettMWKMB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GodwinAPBF13,
  author       = {Karrie E. Godwin and
                  Ma. Victoria Almeda and
                  Megan Petroccia and
                  Ryan S. Baker and
                  Anna V. Fisher},
  editor       = {Markus Knauff and
                  Michael Pauen and
                  Natalie Sebanz and
                  Ipke Wachsmuth},
  title        = {Classroom activities and off-task behavior in elementary school children},
  booktitle    = {Proceedings of the 35th Annual Meeting of the Cognitive Science Society,
                  CogSci 2013, Berlin, Germany, July 31 - August 3, 2013},
  publisher    = {cognitivesciencesociety.org},
  year         = {2013},
  url          = {https://mindmodeling.org/cogsci2013/papers/0441/index.html},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/GodwinAPBF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Baker13,
  author       = {Ryan S. Baker},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {{EDM} in a Complex and Changing World},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {3},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_03.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Baker13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HawkinsHWB13,
  author       = {William J. Hawkins and
                  Neil T. Heffernan and
                  Yutao Wang and
                  Ryan Shaun Baker},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Extending the Assistance Model: Analyzing the Use of Assistance over
                  Time},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {59--66},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_11.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HawkinsHWB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HershkovitzBGC13,
  author       = {Arnon Hershkovitz and
                  Ryan Shaun Baker and
                  Sujith M. Gowda and
                  Albert T. Corbett},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Predicting Future Learning Better Using Quantitative Analysis of Moment-by-Moment
                  Learning},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {74--81},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_13.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HershkovitzBGC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LiuPOB13,
  author       = {Zhongxiu Liu and
                  Visit Pataranutaporn and
                  Jaclyn Ocumpaugh and
                  Ryan Shaun Baker},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Sequences of Frustration and Confusion, and Learning},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {114--120},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_18.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/LiuPOB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PedroBBH13,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan Shaun Baker and
                  Alex J. Bowers and
                  Neil T. Heffernan},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Predicting College Enrollment from Student Interaction with an Intelligent
                  Tutoring System in Middle School},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {177--184},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_26.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PedroBBH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PedroBG13,
  author       = {Michael Sao Pedro and
                  Ryan Shaun Baker and
                  Janice D. Gobert},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Incorporating Scaffolding and Tutor Context into Bayesian Knowledge
                  Tracing to Predict Inquiry Skill Acquisition},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {185--192},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_27.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PedroBG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/PardosBPGG13,
  author       = {Zachary A. Pardos and
                  Ryan Shaun Joazeiro de Baker and
                  Maria Ofelia Clarissa Z. San Pedro and
                  Sujith M. Gowda and
                  Supreeth M. Gowda},
  editor       = {Dan Suthers and
                  Katrien Verbert},
  title        = {Affective states and state tests: investigating how affect throughout
                  the school year predicts end of year learning outcomes},
  booktitle    = {Third Conference on Learning Analytics and Knowledge, {LAK} '13, Leuven,
                  Belgium, April 8-12, 2013},
  pages        = {117--124},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2460296.2460320},
  doi          = {10.1145/2460296.2460320},
  timestamp    = {Mon, 29 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/PardosBPGG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/PedroBG13,
  author       = {Michael A. Sao Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert},
  editor       = {Dan Suthers and
                  Katrien Verbert},
  title        = {What different kinds of stratification can reveal about the generalizability
                  of data-mined skill assessment models},
  booktitle    = {Third Conference on Learning Analytics and Knowledge, {LAK} '13, Leuven,
                  Belgium, April 8-12, 2013},
  pages        = {190--194},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2460296.2460334},
  doi          = {10.1145/2460296.2460334},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/PedroBG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ShumHBJBP13,
  author       = {Simon Buckingham Shum and
                  Martin Hawksey and
                  Ryan Shaun Joazeiro de Baker and
                  Naomi Jeffery and
                  John T. Behrens and
                  Roy Pea},
  editor       = {Dan Suthers and
                  Katrien Verbert},
  title        = {Educational data scientists: a scarce breed},
  booktitle    = {Third Conference on Learning Analytics and Knowledge, {LAK} '13, Leuven,
                  Belgium, April 8-12, 2013},
  pages        = {278--281},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2460296.2460355},
  doi          = {10.1145/2460296.2460355},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/ShumHBJBP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerC13,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Jody Clarke{-}Midura},
  editor       = {Sandra Carberry and
                  Stephan Weibelzahl and
                  Alessandro Micarelli and
                  Giovanni Semeraro},
  title        = {Predicting Successful Inquiry Learning in a Virtual Performance Assessment
                  for Science},
  booktitle    = {User Modeling, Adaptation, and Personalization - 21th International
                  Conference, {UMAP} 2013, Rome, Italy, June 10-14, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7899},
  pages        = {203--214},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38844-6\_17},
  doi          = {10.1007/978-3-642-38844-6\_17},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/RodrigoBANRRP12,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Jenilyn Agapito and
                  Julieta Nabos and
                  Ma. Concepcion Repalam and
                  Salvador S. Reyes and
                  Maria Ofelia Clarissa Z. San Pedro},
  title        = {The Effects of an Interactive Software Agent on Student Affective
                  Dynamics while Using ;an Intelligent Tutoring System},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {3},
  number       = {2},
  pages        = {224--236},
  year         = {2012},
  url          = {https://doi.org/10.1109/T-AFFC.2011.41},
  doi          = {10.1109/T-AFFC.2011.41},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/RodrigoBANRRP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/DesmaraisB12,
  author       = {Michel C. Desmarais and
                  Ryan Shaun Joazeiro de Baker},
  title        = {A review of recent advances in learner and skill modeling in intelligent
                  learning environments},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {22},
  number       = {1-2},
  pages        = {9--38},
  year         = {2012},
  url          = {https://doi.org/10.1007/s11257-011-9106-8},
  doi          = {10.1007/S11257-011-9106-8},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/DesmaraisB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/OganWBRCLC12,
  author       = {Amy Ogan and
                  Erin Walker and
                  Ryan Shaun Joazeiro de Baker and
                  Genaro Rebolledo{-}Mendez and
                  Maynor Jimenez Castro and
                  Tania Laurentino and
                  Adriana M. J. B. de Carvalho},
  editor       = {Joseph A. Konstan and
                  Ed H. Chi and
                  Kristina H{\"{o}}{\"{o}}k},
  title        = {Collaboration in cognitive tutor use in latin America: field study
                  and design recommendations},
  booktitle    = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
                  Austin, TX, {USA} - May 05 - 10, 2012},
  pages        = {1381--1390},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2207676.2208597},
  doi          = {10.1145/2207676.2208597},
  timestamp    = {Tue, 01 Jun 2021 15:21:43 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/OganWBRCLC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerGWKWSAKOR12,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda and
                  Michael Wixon and
                  Jessica Kalka and
                  Angela Z. Wagner and
                  Aatish Salvi and
                  Vincent Aleven and
                  Gail Kusbit and
                  Jaclyn Ocumpaugh and
                  Lisa M. Rossi},
  editor       = {Kalina Yacef and
                  Osmar R. Za{\"{\i}}ane and
                  Arnon Hershkovitz and
                  Michael Yudelson and
                  John C. Stamper},
  title        = {Sensor-free automated detection of affect in a Cognitive Tutor for
                  Algebra},
  booktitle    = {Proceedings of the 5th International Conference on Educational Data
                  Mining, Chania, Greece, June 19-21, 2012},
  pages        = {126--133},
  publisher    = {www.educationaldatamining.org},
  year         = {2012},
  url          = {http://educationaldatamining.org/EDM2012/uploads/procs/Full\_Papers/edm2012\_full\_1.pdf},
  timestamp    = {Thu, 02 Jun 2022 10:23:43 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/BakerGWKWSAKOR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RodrigoBMJD12,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Bruce M. McLaren and
                  Alejandra Jayme and
                  Thomas Dy},
  editor       = {Kalina Yacef and
                  Osmar R. Za{\"{\i}}ane and
                  Arnon Hershkovitz and
                  Michael Yudelson and
                  John C. Stamper},
  title        = {Development of a Workbench to Address the Educational Data Mining
                  Bottleneck},
  booktitle    = {Proceedings of the 5th International Conference on Educational Data
                  Mining, Chania, Greece, June 19-21, 2012},
  pages        = {152--155},
  publisher    = {www.educationaldatamining.org},
  year         = {2012},
  url          = {http://educationaldatamining.org/EDM2012/uploads/procs/Short\_Papers/edm2012\_short\_8.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/RodrigoBMJD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/BliksteinWS0BMR12,
  author       = {Paulo Blikstein and
                  Marcelo Worsley and
                  Bruce Sherin and
                  Ryan Baker and
                  Matthew Berland and
                  Taylor Martin and
                  Ido Roll and
                  Vincent Aleven and
                  Ken Koedinger and
                  Arnon Hershkovitz},
  editor       = {Michael J. Jacobson and
                  Peter Reimann},
  title        = {Building Bridges between Learning Analytics, Educational Data Mining
                  and Core Learning Sciences Perspectives},
  booktitle    = {The Future of Learning: Proceedings of the 10th International Conference
                  of the Learning Sciences, {ICLS} 2012, Sydney, Australia, July 2-6,
                  2012},
  publisher    = {International Society of the Learning Sciences},
  year         = {2012},
  url          = {https://repository.isls.org/handle/1/2253},
  timestamp    = {Wed, 28 Apr 2021 17:11:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/BliksteinWS0BMR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/Hershkovitz0GN12,
  author       = {Arnon Hershkovitz and
                  Ryan Baker and
                  Janice D. Gobert and
                  Adam Nakama},
  editor       = {Michael J. Jacobson and
                  Peter Reimann},
  title        = {A Data-driven Path Model of Student Attributes, Affect, and Engagement
                  in a Computerbased Science Inquiry Microworld},
  booktitle    = {The Future of Learning: Proceedings of the 10th International Conference
                  of the Learning Sciences, {ICLS} 2012, Sydney, Australia, July 2-6,
                  2012},
  publisher    = {International Society of the Learning Sciences},
  year         = {2012},
  url          = {https://repository.isls.org/handle/1/2199},
  timestamp    = {Wed, 28 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/Hershkovitz0GN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/GowdaPB12,
  author       = {Sujith M. Gowda and
                  Zachary A. Pardos and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {Content Learning Analysis Using the Moment-by-Moment Learning Detector},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {434--443},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_56},
  doi          = {10.1007/978-3-642-30950-2\_56},
  timestamp    = {Sun, 02 Oct 2022 16:10:26 +0200},
  biburl       = {https://dblp.org/rec/conf/its/GowdaPB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerGCO12,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda and
                  Albert T. Corbett and
                  Jaclyn Ocumpaugh},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {Towards Automatically Detecting Whether Student Learning Is Shallow},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {444--453},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_57},
  doi          = {10.1007/978-3-642-30950-2\_57},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerGCO12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/SorianoRBOWCGFB12,
  author       = {Jose Carlo A. Soriano and
                  Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Amy Ogan and
                  Erin Walker and
                  Maynor Jimenez Castro and
                  Ryan Genato and
                  Samantha Fontaine and
                  Ricardo Belmontez},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {A Cross-Cultural Comparison of Effective Help-Seeking Behavior among
                  Students Using an {ITS} for Math},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {636--637},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_98},
  doi          = {10.1007/978-3-642-30950-2\_98},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/SorianoRBOWCGFB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/BakerSDSW12,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Simon Buckingham Shum and
                  Erik Duval and
                  John C. Stamper and
                  David A. Wiley},
  editor       = {Shane Dawson and
                  Caroline Haythornthwaite and
                  Simon Buckingham Shum and
                  Dragan Gasevic and
                  Rebecca Ferguson},
  title        = {Educational data mining meets learning analytics},
  booktitle    = {Second International Conference on Learning Analytics and Knowledge,
                  {LAK} 2012, Vancouver, BC, Canada, April 29 - May 02, 2012},
  pages        = {20},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2330601.2330613},
  doi          = {10.1145/2330601.2330613},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/BakerSDSW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/RobergeRB12,
  author       = {Daniel Roberge and
                  Anthony Rojas and
                  Ryan S. Baker},
  editor       = {Shane Dawson and
                  Caroline Haythornthwaite and
                  Simon Buckingham Shum and
                  Dragan Gasevic and
                  Rebecca Ferguson},
  title        = {Does the length of time off-task matter?},
  booktitle    = {Second International Conference on Learning Analytics and Knowledge,
                  {LAK} 2012, Vancouver, BC, Canada, April 29 - May 02, 2012},
  pages        = {234--237},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2330601.2330657},
  doi          = {10.1145/2330601.2330657},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/RobergeRB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/SiemensB12,
  author       = {George Siemens and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Shane Dawson and
                  Caroline Haythornthwaite and
                  Simon Buckingham Shum and
                  Dragan Gasevic and
                  Rebecca Ferguson},
  title        = {Learning analytics and educational data mining: towards communication
                  and collaboration},
  booktitle    = {Second International Conference on Learning Analytics and Knowledge,
                  {LAK} 2012, Vancouver, BC, Canada, April 29 - May 02, 2012},
  pages        = {252--254},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2330601.2330661},
  doi          = {10.1145/2330601.2330661},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lak/SiemensB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PedroBG12,
  author       = {Michael A. Sao Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Improving Construct Validity Yields Better Models of Systematic Inquiry,
                  Even with Less Information},
  booktitle    = {User Modeling, Adaptation, and Personalization - 20th International
                  Conference, {UMAP} 2012, Montreal, Canada, July 16-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7379},
  pages        = {249--260},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_21},
  doi          = {10.1007/978-3-642-31454-4\_21},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PedroBG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WixonBGOB12,
  author       = {Michael Wixon and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert and
                  Jaclyn Ocumpaugh and
                  Matthew Bachmann},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {WTF? Detecting Students Who Are Conducting Inquiry Without Thinking
                  Fastidiously},
  booktitle    = {User Modeling, Adaptation, and Personalization - 20th International
                  Conference, {UMAP} 2012, Montreal, Canada, July 16-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7379},
  pages        = {286--296},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_24},
  doi          = {10.1007/978-3-642-31454-4\_24},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WixonBGOB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/BakerGH11,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Adam B. Goldstein and
                  Neil T. Heffernan},
  title        = {Detecting Learning Moment-by-Moment},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {21},
  number       = {1-2},
  pages        = {5--25},
  year         = {2011},
  url          = {https://doi.org/10.3233/JAI-2011-015},
  doi          = {10.3233/JAI-2011-015},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/BakerGH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rbie/0001IC11,
  author       = {Ryan Baker and
                  Seiji Isotani and
                  Adriana M. J. B. de Carvalho},
  title        = {Minera{\c{c}}{\~{a}}o de Dados Educacionais: Oportunidades para o
                  Brasil},
  journal      = {Revista Brasileira de Inform{\'{a}}tica na Educ.},
  volume       = {19},
  number       = {2},
  year         = {2011},
  url          = {https://doi.org/10.5753/rbie.2011.19.02.03},
  doi          = {10.5753/RBIE.2011.19.02.03},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/rbie/0001IC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/PardosGBH11,
  author       = {Zachary A. Pardos and
                  Sujith M. Gowda and
                  Ryan Shaun Joazeiro de Baker and
                  Neil T. Heffernan},
  title        = {The sum is greater than the parts: ensembling models of student knowledge
                  in educational software},
  journal      = {{SIGKDD} Explor.},
  volume       = {13},
  number       = {2},
  pages        = {37--44},
  year         = {2011},
  url          = {https://doi.org/10.1145/2207243.2207249},
  doi          = {10.1145/2207243.2207249},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/PardosGBH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/BakerMWKSKAY11,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Gregory R. Moore and
                  Angela Z. Wagner and
                  Jessica Kalka and
                  Aatish Salvi and
                  Michael Karabinos and
                  Colin Ashe and
                  David Yaron},
  editor       = {Sidney K. D'Mello and
                  Arthur C. Graesser and
                  Bj{\"{o}}rn W. Schuller and
                  Jean{-}Claude Martin},
  title        = {The Dynamics between Student Affect and Behavior Occurring Outside
                  of Educational Software},
  booktitle    = {Affective Computing and Intelligent Interaction - 4th International
                  Conference, {ACII} 2011, Memphis, TN, USA, October 9-12, 2011, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6974},
  pages        = {14--24},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24600-5\_5},
  doi          = {10.1007/978-3-642-24600-5\_5},
  timestamp    = {Tue, 14 May 2019 10:00:38 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/BakerMWKSKAY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/LeeRBSC11,
  author       = {Diane Marie C. Lee and
                  Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Jessica O. Sugay and
                  Andrei Coronel},
  editor       = {Sidney K. D'Mello and
                  Arthur C. Graesser and
                  Bj{\"{o}}rn W. Schuller and
                  Jean{-}Claude Martin},
  title        = {Exploring the Relationship between Novice Programmer Confusion and
                  Achievement},
  booktitle    = {Affective Computing and Intelligent Interaction - 4th International
                  Conference, {ACII} 2011, Memphis, TN, USA, October 9-12, 2011, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6974},
  pages        = {175--184},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24600-5\_21},
  doi          = {10.1007/978-3-642-24600-5\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/LeeRBSC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/PedroRB11,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Sidney K. D'Mello and
                  Arthur C. Graesser and
                  Bj{\"{o}}rn W. Schuller and
                  Jean{-}Claude Martin},
  title        = {The Relationship between Carelessness and Affect in a Cognitive Tutor},
  booktitle    = {Affective Computing and Intelligent Interaction - 4th International
                  Conference, {ACII} 2011, Memphis, TN, USA, October 9-12, 2011, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6974},
  pages        = {306--315},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24600-5\_34},
  doi          = {10.1007/978-3-642-24600-5\_34},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/PedroRB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BakerGC11,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda and
                  Albert T. Corbett},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {Towards Predicting Future Transfer of Learning},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {23--30},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_6},
  doi          = {10.1007/978-3-642-21869-9\_6},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BakerGC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/PedroBR11,
  author       = {Maria Ofelia Clarissa Z. San Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Ma. Mercedes T. Rodrigo},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {Detecting Carelessness through Contextual Estimation of Slip Probabilities
                  among Students Using an Intelligent Tutor for Mathematics},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {304--311},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_40},
  doi          = {10.1007/978-3-642-21869-9\_40},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/PedroBR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/HershkovitzWBGP11,
  author       = {Arnon Hershkovitz and
                  Michael Wixon and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert and
                  Michael Sao Pedro},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {Carelessness and Goal Orientation in a Science Microworld},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {462--465},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_70},
  doi          = {10.1007/978-3-642-21869-9\_70},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/HershkovitzWBGP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/StamperKBSLDYS11,
  author       = {John C. Stamper and
                  Kenneth R. Koedinger and
                  Ryan Shaun Joazeiro de Baker and
                  Alida Skogsholm and
                  Brett Leber and
                  Sandy Demi and
                  Shawnwen Yu and
                  Duncan Spencer},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {Managing the Educational Dataset Lifecycle with DataShop},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {557--559},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_100},
  doi          = {10.1007/978-3-642-21869-9\_100},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/StamperKBSLDYS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/WalkerOBCLRC11,
  author       = {Erin Walker and
                  Amy Ogan and
                  Ryan Shaun Joazeiro de Baker and
                  Adriana M. J. B. de Carvalho and
                  Tania Laurentino and
                  Genaro Rebolledo{-}Mendez and
                  Maynor Jimenez Castro},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {Observations of Collaboration in Cognitive Tutor Use in Latin America},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {575--577},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_106},
  doi          = {10.1007/978-3-642-21869-9\_106},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/WalkerOBCLRC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/StamperKBSLDYS11a,
  author       = {John C. Stamper and
                  Kenneth R. Koedinger and
                  Ryan Shaun Joazeiro de Baker and
                  Alida Skogsholm and
                  Brett Leber and
                  Sandy Demi and
                  Shawnwen Yu and
                  Duncan Spencer},
  editor       = {Gautam Biswas and
                  Susan Bull and
                  Judy Kay and
                  Antonija Mitrovic},
  title        = {DataShop: {A} Data Repository and Analysis Service for the Learning
                  Science Community (Interactive Event)},
  booktitle    = {Artificial Intelligence in Education - 15th International Conference,
                  {AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
  series       = {Lecture Notes in Computer Science},
  volume       = {6738},
  pages        = {628},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21869-9\_129},
  doi          = {10.1007/978-3-642-21869-9\_129},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/StamperKBSLDYS11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/CorbettMWKMBG11,
  author       = {Albert T. Corbett and
                  Benjamin A. MacLaren and
                  Angela Z. Wagner and
                  Linda R. Kauffman and
                  Aaron P. Mitchell and
                  Ryan S. Baker and
                  Sujith M. Gowda},
  editor       = {Laura A. Carlson and
                  Christoph H{\"{o}}lscher and
                  Thomas F. Shipley},
  title        = {Preparing Students for Effective Explaining of Worked Examples in
                  the Genetics Cognitive Tutor},
  booktitle    = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
                  CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
  publisher    = {cognitivesciencesociety.org},
  year         = {2011},
  url          = {https://mindmodeling.org/cogsci2011/papers/0337/index.html},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/CorbettMWKMBG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/GobertPMTBB11,
  author       = {Janice D. Gobert and
                  Michael Sao Pedro and
                  Orlando Montalvo and
                  Ermal Toto and
                  Matthew Bachmann and
                  Ryan S. Baker},
  editor       = {Laura A. Carlson and
                  Christoph H{\"{o}}lscher and
                  Thomas F. Shipley},
  title        = {The Science Assistments Project: Intelligent tutoring for scientific
                  inquiry skills},
  booktitle    = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society,
                  CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011},
  publisher    = {cognitivesciencesociety.org},
  year         = {2011},
  url          = {https://mindmodeling.org/cogsci2011/papers/0783/index.html},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cogsci/GobertPMTBB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/NooraeiPHB11,
  author       = {Bahador B. Nooraei and
                  Zachary A. Pardos and
                  Neil T. Heffernan and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Less is More: Improving the Speed and Prediction Power of Knowledge
                  Tracing by Using Less Data},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {101--110},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper32\_full\_Nooraei.pdf},
  timestamp    = {Tue, 23 Aug 2022 09:19:48 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/NooraeiPHB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerGC11,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda and
                  Albert T. Corbett},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Automatically Detecting a Student's Preparation for Future Learning:
                  Help Use is Key},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {179--188},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper7\_full\_Baker.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerGC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PardosGBH11,
  author       = {Zachary A. Pardos and
                  Sujith M. Gowda and
                  Ryan Shaun Joazeiro de Baker and
                  Neil T. Heffernan},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Ensembling Predictions of Student Post-Test Scores for an Intelligent
                  Tutoring System},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {189--198},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper3\_full\_Pardos.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PardosGBH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GowdaRBCK11,
  author       = {Sujith M. Gowda and
                  Jonathan P. Rowe and
                  Ryan Shaun Joazeiro de Baker and
                  Min Chi and
                  Kenneth R. Koedinger},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Improving Models of Slipping, Guessing, and Moment-By-Moment Learning
                  with Estimates of Skill Difficulty},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {199--208},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper16\_full\_Gowda.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/GowdaRBCK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HershkovitzBGW11,
  author       = {Arnon Hershkovitz and
                  Ryan Shaun Joazeiro de Baker and
                  Janice D. Gobert and
                  Michael Wixon},
  editor       = {Mykola Pechenizkiy and
                  Toon Calders and
                  Cristina Conati and
                  Sebasti{\'{a}}n Ventura and
                  Crist{\'{o}}bal Romero and
                  John C. Stamper},
  title        = {Goal Orientation and Changes of Carelessness over Consecutive Trials
                  in Science Inquiry},
  booktitle    = {Proceedings of the 4th International Conference on Educational Data
                  Mining, Eindhoven, The Netherlands, July 6-8, 2011},
  pages        = {315--316},
  publisher    = {www.educationaldatamining.org},
  year         = {2011},
  url          = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster1\_Hershkovitz.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HershkovitzBGW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/LandauerPTBHSV11,
  author       = {Thomas K. Landauer and
                  Rosalind W. Picard and
                  David S. Touretzky and
                  Ryan Shaun Joazeiro de Baker and
                  Robert C. Holte and
                  Amanda J. Stent and
                  Daniel Vanderveken},
  editor       = {R. Charles Murray and
                  Philip M. McCarthy},
  title        = {Invited Talk Abstracts},
  booktitle    = {Proceedings of the Twenty-Fourth International Florida Artificial
                  Intelligence Research Society Conference, May 18-20, 2011, Palm Beach,
                  Florida, {USA}},
  publisher    = {{AAAI} Press},
  year         = {2011},
  url          = {http://aaai.org/ocs/index.php/FLAIRS/FLAIRS11/paper/view/2721},
  timestamp    = {Wed, 26 Oct 2022 08:35:19 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/LandauerPTBHSV11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerPGNH11,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Zachary A. Pardos and
                  Sujith M. Gowda and
                  Bahador B. Nooraei and
                  Neil T. Heffernan},
  editor       = {Joseph A. Konstan and
                  Ricardo Conejo and
                  Jos{\'{e}}{-}Luis Marzo and
                  Nuria Oliver},
  title        = {Ensembling Predictions of Student Knowledge within Intelligent Tutoring
                  Systems},
  booktitle    = {User Modeling, Adaption and Personalization - 19th International Conference,
                  {UMAP} 2011, Girona, Spain, July 11-15, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6787},
  pages        = {13--24},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22362-4\_2},
  doi          = {10.1007/978-3-642-22362-4\_2},
  timestamp    = {Mon, 15 Jun 2020 17:09:34 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerPGNH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/BakerDRG10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sidney K. D'Mello and
                  Ma. Mercedes T. Rodrigo and
                  Arthur C. Graesser},
  title        = {Better to be frustrated than bored: The incidence, persistence, and
                  impact of learners' cognitive-affective states during interactions
                  with three different computer-based learning environments},
  journal      = {Int. J. Hum. Comput. Stud.},
  volume       = {68},
  number       = {4},
  pages        = {223--241},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.ijhcs.2009.12.003},
  doi          = {10.1016/J.IJHCS.2009.12.003},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmms/BakerDRG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerG10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Sujith M. Gowda},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {An Analysis of the Differences in the Frequency of Students' Disengagement
                  in Urban, Rural, and Suburban High Schools},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {11--20},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_25.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MontalvoBPNG10,
  author       = {Orlando Montalvo and
                  Ryan Shaun Joazeiro de Baker and
                  Michael A. Sao Pedro and
                  Adam Nakama and
                  Janice D. Gobert},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Identifying Students' Inquiry Planning Using Machine Learning},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {141--150},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_53.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/MontalvoBPNG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PedroBMNG10,
  author       = {Michael Sao Pedro and
                  Ryan Shaun Joazeiro de Baker and
                  Orlando Montalvo and
                  Adam Nakama and
                  Janice D. Gobert},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Using Text Replay Tagging to Produce Detectors of Systematic Experimentation
                  Behavior Patterns},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {181--190},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_47.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PedroBMNG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/GoldsteinBH10,
  author       = {Adam B. Goldstein and
                  Ryan Shaun Joazeiro de Baker and
                  Neil T. Heffernan},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Pinpointing Learning Moments; {A} finer grain {P(J)} model},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {289--290},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_91.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/GoldsteinBH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/BakerCRACKCH10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Adriana M. J. B. de Carvalho and
                  Jay Raspat and
                  Vincent Aleven and
                  Albert T. Corbett and
                  Kenneth R. Koedinger and
                  Mihaela Cocea and
                  Arnon Hershkovitz},
  editor       = {Susan R. Goldman and
                  James Pellegrino and
                  Kimberly Gomez and
                  Leilah Lyons and
                  Joshua Radinsky},
  title        = {Educational data mining methods for studying student behaviors minute
                  by minute across an entire school year},
  booktitle    = {Learning in the Disciplines: Proceedings of the 9th International
                  Conference of the Learning Sciences, {ICLS} 2010, Chicago, IL, USA,
                  June 29 - July 2, 2010, Volume 2},
  pages        = {47--48},
  publisher    = {International Society of the Learning Sciences / {ACM} {DL}},
  year         = {2010},
  url          = {http://dl.acm.org/citation.cfm?id=1854529},
  timestamp    = {Mon, 10 May 2021 16:29:15 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/BakerCRACKCH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerGH10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Adam B. Goldstein and
                  Neil T. Heffernan},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {Detecting the Moment of Learning},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6094},
  pages        = {25--34},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13388-6\_7},
  doi          = {10.1007/978-3-642-13388-6\_7},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/RodrigoBANRR10,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Jenilyn Agapito and
                  Julieta Nabos and
                  Ma. Concepcion Repalam and
                  Salvador S. Reyes},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {Comparing Disengaged Behavior within a Cognitive Tutor in the {USA}
                  and Philippines},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6095},
  pages        = {263--265},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13437-1\_39},
  doi          = {10.1007/978-3-642-13437-1\_39},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/RodrigoBANRR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/GiguereBB10,
  author       = {Stephen Giguere and
                  Joseph E. Beck and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {Analyzing Student Gaming with Bayesian Networks},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6095},
  pages        = {321--323},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13437-1\_58},
  doi          = {10.1007/978-3-642-13437-1\_58},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/GiguereBB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/GobertMTPB10,
  author       = {Janice D. Gobert and
                  Orlando Montalvo and
                  Ermal Toto and
                  Michael Sao Pedro and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {The Science Assistments Project: Scaffolding Scientific Inquiry Skills},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6095},
  pages        = {445},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13437-1\_102},
  doi          = {10.1007/978-3-642-13437-1\_102},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/GobertMTPB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/StamperKBSLRD10,
  author       = {John C. Stamper and
                  Kenneth R. Koedinger and
                  Ryan Shaun Joazeiro de Baker and
                  Alida Skogsholm and
                  Brett Leber and
                  Jim Rankin and
                  Sandy Demi},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {{PSLC} DataShop: {A} Data Analysis Service for the Learning Science
                  Community},
  booktitle    = {Intelligent Tutoring Systems, 10th International Conference, {ITS}
                  2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6095},
  pages        = {455},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13437-1\_112},
  doi          = {10.1007/978-3-642-13437-1\_112},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/StamperKBSLRD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerCGWMKMG10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Sujith M. Gowda and
                  Angela Z. Wagner and
                  Benjamin A. MacLaren and
                  Linda R. Kauffman and
                  Aaron P. Mitchell and
                  Stephen Giguere},
  editor       = {Paul De Bra and
                  Alfred Kobsa and
                  David N. Chin},
  title        = {Contextual Slip and Prediction of Student Performance after Use of
                  an Intelligent Tutor},
  booktitle    = {User Modeling, Adaptation, and Personalization, 18th International
                  Conference, {UMAP} 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6075},
  pages        = {52--63},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13470-8\_7},
  doi          = {10.1007/978-3-642-13470-8\_7},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerCGWMKMG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerMM10,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Antonija Mitrovic and
                  Moffat Mathews},
  editor       = {Paul De Bra and
                  Alfred Kobsa and
                  David N. Chin},
  title        = {Detecting Gaming the System in Constraint-Based Tutors},
  booktitle    = {User Modeling, Adaptation, and Personalization, 18th International
                  Conference, {UMAP} 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6075},
  pages        = {267--278},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13470-8\_25},
  doi          = {10.1007/978-3-642-13470-8\_25},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerMM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Baker10,
  author       = {Ryan Shaun Joazeiro de Baker},
  editor       = {Roger Nkambou and
                  Jacqueline Bourdeau and
                  Riichiro Mizoguchi},
  title        = {Mining Data for Student Models},
  booktitle    = {Advances in Intelligent Tutoring Systems},
  volume       = {308},
  pages        = {323--337},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14363-2\_16},
  doi          = {10.1007/978-3-642-14363-2\_16},
  timestamp    = {Tue, 16 May 2017 14:24:37 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Baker10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2010,
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  isbn         = {978-0-615-37529-8},
  timestamp    = {Tue, 21 Sep 2010 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/2010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BakerCRACK09,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Adriana M. J. B. de Carvalho and
                  Jay Raspat and
                  Vincent Aleven and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {Educational Software Features that Encourage and Discourage "Gaming
                  the System"},
  booktitle    = {Artificial Intelligence in Education: Building Learning Systems that
                  Care: From Knowledge Representation to Affective Modelling, Proceedings
                  of the 14th International Conference on Artificial Intelligence in
                  Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {200},
  pages        = {475--482},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-475},
  doi          = {10.3233/978-1-60750-028-5-475},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/BakerCRACK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/CoceaHB09,
  author       = {Mihaela Cocea and
                  Arnon Hershkovitz and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {The Impact of Off-task and Gaming Behaviors on Learning: Immediate
                  or Aggregate?},
  booktitle    = {Artificial Intelligence in Education: Building Learning Systems that
                  Care: From Knowledge Representation to Affective Modelling, Proceedings
                  of the 14th International Conference on Artificial Intelligence in
                  Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {200},
  pages        = {507--514},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-507},
  doi          = {10.3233/978-1-60750-028-5-507},
  timestamp    = {Mon, 29 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/CoceaHB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Baker09,
  author       = {Ryan S. Baker},
  editor       = {Tiffany Barnes and
                  Michel C. Desmarais and
                  Crist{\'{o}}bal Romero and
                  Sebasti{\'{a}}n Ventura},
  title        = {Differences Between Intelligent Tutor Lessons, and the Choice to Go
                  Off-Task},
  booktitle    = {Educational Data Mining - {EDM} 2009, Cordoba, Spain, July 1-3, 2009.
                  Proceedings of the 2nd International Conference on Educational Data
                  Mining},
  pages        = {11--20},
  publisher    = {www.educationaldatamining.org},
  year         = {2009},
  url          = {http://www.educationaldatamining.org/EDM2009/uploads/proceedings/baker.pdf},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/Baker09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PrataBCRC09,
  author       = {David Prata and
                  Ryan Shaun Joazeiro de Baker and
                  Evandro de Barros Costa and
                  Carolyn P. Ros{\'{e}} and
                  Yue Cui},
  editor       = {Tiffany Barnes and
                  Michel C. Desmarais and
                  Crist{\'{o}}bal Romero and
                  Sebasti{\'{a}}n Ventura},
  title        = {Detecting and Understanding the Impact of Cognitive and Interpersonal
                  Conflict in Computer Supported Collaborative Learning Environments},
  booktitle    = {Educational Data Mining - {EDM} 2009, Cordoba, Spain, July 1-3, 2009.
                  Proceedings of the 2nd International Conference on Educational Data
                  Mining},
  pages        = {131--140},
  publisher    = {www.educationaldatamining.org},
  year         = {2009},
  url          = {http://www.educationaldatamining.org/EDM2009/uploads/proceedings/prata.pdf},
  timestamp    = {Mon, 19 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PrataBCRC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icer/RodrigoB09,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker},
  editor       = {Michael J. Clancy and
                  Michael E. Caspersen and
                  Raymond Lister},
  title        = {Coarse-grained detection of student frustration in an introductory
                  programming course},
  booktitle    = {Proceedings of the Fifth International Workshop on Computing Education
                  Research, {ICER} 2009, Berkeley, CA, USA, August 10-11, 2009},
  pages        = {75--80},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1584322.1584332},
  doi          = {10.1145/1584322.1584332},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icer/RodrigoB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/RodrigoBJADELPST09,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Baker and
                  Matthew C. Jadud and
                  Anna Christine M. Amarra and
                  Thomas Dy and
                  Maria Beatriz V. Espejo{-}Lahoz and
                  Sheryl Ann L. Lim and
                  Sheila A. M. S. Pascua and
                  Jessica O. Sugay and
                  Emily S. Tabanao},
  editor       = {Patrick Br{\'{e}}zillon and
                  Ingrid Russell and
                  Jean{-}Marc Labat},
  title        = {Affective and behavioral predictors of novice programmer achievement},
  booktitle    = {Proceedings of the 14th Annual {SIGCSE} Conference on Innovation and
                  Technology in Computer Science Education, ITiCSE 2009, Paris, France,
                  July 6-9, 2009},
  pages        = {156--160},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1562877.1562929},
  doi          = {10.1145/1562877.1562929},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iticse/RodrigoBJADELPST09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/BakerCRK08,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Ido Roll and
                  Kenneth R. Koedinger},
  title        = {Developing a generalizable detector of when students game the system},
  journal      = {User Model. User Adapt. Interact.},
  volume       = {18},
  number       = {3},
  pages        = {287--314},
  year         = {2008},
  url          = {https://doi.org/10.1007/s11257-007-9045-6},
  doi          = {10.1007/S11257-007-9045-6},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/umuai/BakerCRK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerC08,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Adriana M. J. B. de Carvalho},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Tiffany Barnes and
                  Joseph E. Beck},
  title        = {Labeling Student Behavior Faster and More Precisely with Text Replays},
  booktitle    = {Educational Data Mining 2008, The 1st International Conference on
                  Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
                  20-21, 2008. Proceedings},
  pages        = {38--47},
  publisher    = {www.educationaldatamining.org},
  year         = {2008},
  url          = {http://www.educationaldatamining.org/EDM2008/uploads/proc/4\_Baker\_16.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/BakerCA08,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Vincent Aleven},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Tiffany Barnes and
                  Joseph E. Beck},
  title        = {Improving Contextual Models of Guessing and Slipping with a Trucated
                  Training Set},
  booktitle    = {Educational Data Mining 2008, The 1st International Conference on
                  Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
                  20-21, 2008. Proceedings},
  pages        = {67--76},
  publisher    = {www.educationaldatamining.org},
  year         = {2008},
  url          = {http://www.educationaldatamining.org/EDM2008/uploads/proc/7\_Baker\_22.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/BakerCA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/RodrigoBDGLLMPSSTV08,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Sidney K. D'Mello and
                  Ma. Celeste T. Gonzalez and
                  Maria C. V. Lagud and
                  Sheryl Ann L. Lim and
                  Alexis F. Macapanpan and
                  Sheila A. M. S. Pascua and
                  Jerry Q. Santillano and
                  Jessica O. Sugay and
                  Sinath Tep and
                  Norma J. B. Viehland},
  editor       = {Beverly Park Woolf and
                  Esma A{\"{\i}}meur and
                  Roger Nkambou and
                  Susanne P. Lajoie},
  title        = {Comparing Learners' Affect While Using an Intelligent Tutoring System
                  and a Simulation Problem Solving Game},
  booktitle    = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
                  2008, Montreal, Canada, June 23-27, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5091},
  pages        = {40--49},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69132-7\_9},
  doi          = {10.1007/978-3-540-69132-7\_9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/RodrigoBDGLLMPSSTV08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerCA08,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Vincent Aleven},
  editor       = {Beverly Park Woolf and
                  Esma A{\"{\i}}meur and
                  Roger Nkambou and
                  Susanne P. Lajoie},
  title        = {More Accurate Student Modeling through Contextual Estimation of Slip
                  and Guess Probabilities in Bayesian Knowledge Tracing},
  booktitle    = {Intelligent Tutoring Systems, 9th International Conference, {ITS}
                  2008, Montreal, Canada, June 23-27, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5091},
  pages        = {406--415},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69132-7\_44},
  doi          = {10.1007/978-3-540-69132-7\_44},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerCA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2008,
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Tiffany Barnes and
                  Joseph E. Beck},
  title        = {Educational Data Mining 2008, The 1st International Conference on
                  Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
                  20-21, 2008. Proceedings},
  publisher    = {www.educationaldatamining.org},
  year         = {2008},
  timestamp    = {Sat, 30 May 2009 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/2008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/BakerCK07,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  title        = {The Difficulty Factors Approach to the Design of Lessons in Intelligent
                  Tutor Curricula},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {17},
  number       = {4},
  pages        = {341--369},
  year         = {2007},
  url          = {http://content.iospress.com/articles/international-journal-of-artificial-intelligence-in-education/jai17-4-02},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/BakerCK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/BakerRX07,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Ma. Mercedes T. Rodrigo and
                  Ulises E. Xolocotzin},
  editor       = {Ana Paiva and
                  Rui Prada and
                  Rosalind W. Picard},
  title        = {The Dynamics of Affective Transitions in Simulation Problem-Solving
                  Environments},
  booktitle    = {Affective Computing and Intelligent Interaction, Second International
                  Conference, {ACII} 2007, Lisbon, Portugal, September 12-14, 2007,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4738},
  pages        = {666--677},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74889-2\_58},
  doi          = {10.1007/978-3-540-74889-2\_58},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/BakerRX07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RodrigoBLLMPSSSTV07,
  author       = {Ma. Mercedes T. Rodrigo and
                  Ryan Shaun Joazeiro de Baker and
                  Maria C. V. Lagud and
                  Sheryl Ann L. Lim and
                  Alexis F. Macapanpan and
                  Sheila A. M. S. Pascua and
                  Jerry Q. Santillano and
                  Leima R. S. Sevilla and
                  Jessica O. Sugay and
                  Sinath Tep and
                  Norma J. B. Viehland},
  editor       = {Rosemary Luckin and
                  Kenneth R. Koedinger and
                  Jim E. Greer},
  title        = {Affect and Usage Choices in Simulation Problem-Solving Environments},
  booktitle    = {Artificial Intelligence in Education, Building Technology Rich Learning
                  Contexts That Work, Proceedings of the 13th International Conference
                  on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
                  Los Angeles, California, {USA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {158},
  pages        = {145--152},
  publisher    = {{IOS} Press},
  year         = {2007},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=6771},
  timestamp    = {Wed, 14 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/RodrigoBLLMPSSSTV07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RollAABBCHLMMWW07,
  author       = {Ido Roll and
                  Vincent Aleven and
                  Roger Azevedo and
                  Ryan Shaun Joazeiro de Baker and
                  Gautam Biswas and
                  Cristina Conati and
                  Amanda Harris and
                  Rosemary Luckin and
                  Antonija Mitrovic and
                  Tom Murray and
                  Barbara White and
                  Philip H. Winne},
  editor       = {Rosemary Luckin and
                  Kenneth R. Koedinger and
                  Jim E. Greer},
  title        = {Workshop on Metacognition and Self-Regulated Learning in ITSs},
  booktitle    = {Artificial Intelligence in Education, Building Technology Rich Learning
                  Contexts That Work, Proceedings of the 13th International Conference
                  on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007,
                  Los Angeles, California, {USA}},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {158},
  pages        = {722},
  publisher    = {{IOS} Press},
  year         = {2007},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/RollAABBCHLMMWW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/Baker07,
  author       = {Ryan Shaun Joazeiro de Baker},
  editor       = {Mary Beth Rosson and
                  David J. Gilmore},
  title        = {Modeling and understanding students' off-task behavior in intelligent
                  tutoring systems},
  booktitle    = {Proceedings of the 2007 Conference on Human Factors in Computing Systems,
                  {CHI} 2007, San Jose, California, USA, April 28 - May 3, 2007},
  pages        = {1059--1068},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1240624.1240785},
  doi          = {10.1145/1240624.1240785},
  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/Baker07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerHAC07,
  author       = {Ryan Shaun Joazeiro de Baker and
                  M. P. Jacob Habgood and
                  Shaaron Ainsworth and
                  Albert T. Corbett},
  editor       = {Cristina Conati and
                  Kathleen F. McCoy and
                  Georgios Paliouras},
  title        = {Modeling the Acquisition of Fluent Skill in Educational Action Games},
  booktitle    = {User Modeling 2007, 11th International Conference, {UM} 2007, Corfu,
                  Greece, June 25-29, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4511},
  pages        = {17--26},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73078-1\_5},
  doi          = {10.1007/978-3-540-73078-1\_5},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerHAC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/RollAMRBK06,
  author       = {Ido Roll and
                  Vincent Aleven and
                  Bruce M. McLaren and
                  Eunjeong Ryu and
                  Ryan Shaun Joazeiro de Baker and
                  Kenneth R. Koedinger},
  editor       = {Mitsuru Ikeda and
                  Kevin D. Ashley and
                  Tak{-}Wai Chan},
  title        = {The Help Tutor: Does Metacognitive Feedback Improve Students' Help-Seeking
                  Actions, Skills and Learning?},
  booktitle    = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
                  2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4053},
  pages        = {360--369},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11774303\_36},
  doi          = {10.1007/11774303\_36},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/RollAMRBK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerCKERWNRBB06,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger and
                  Shelley Evenson and
                  Ido Roll and
                  Angela Z. Wagner and
                  Meghan Naim and
                  Jay Raspat and
                  Daniel J. Baker and
                  Joseph E. Beck},
  editor       = {Mitsuru Ikeda and
                  Kevin D. Ashley and
                  Tak{-}Wai Chan},
  title        = {Adapting to When Students Game an Intelligent Tutoring System},
  booktitle    = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
                  2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4053},
  pages        = {392--401},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11774303\_39},
  doi          = {10.1007/11774303\_39},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerCKERWNRBB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerCKR06,
  author       = {Ryan Shaun Joazeiro de Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger and
                  Ido Roll},
  editor       = {Mitsuru Ikeda and
                  Kevin D. Ashley and
                  Tak{-}Wai Chan},
  title        = {Generalizing Detection of Gaming the System Across a Tutoring Curriculum},
  booktitle    = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
                  2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4053},
  pages        = {402--411},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11774303\_40},
  doi          = {10.1007/11774303\_40},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerCKR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/BakerRCK05,
  author       = {Ryan Shaun Baker and
                  Ido Roll and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  editor       = {Chee{-}Kit Looi and
                  Gordon I. McCalla and
                  Bert Bredeweg and
                  Joost Breuker},
  title        = {Do Performance Goals Lead Students to Game the System?},
  booktitle    = {Artificial Intelligence in Education - Supporting Learning through
                  Intelligent and Socially Informed Technology, Proceedings of the 12th
                  International Conference on Artificial Intelligence in Education,
                  {AIED} 2005, July 18-22, 2005, Amsterdam, The Netherlands},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {125},
  pages        = {57--64},
  publisher    = {{IOS} Press},
  year         = {2005},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1292},
  timestamp    = {Tue, 13 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/BakerRCK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/graphicsinterface/FogartyBH05,
  author       = {James Fogarty and
                  Ryan S. Baker and
                  Scott E. Hudson},
  editor       = {Kori Inkpen and
                  Michiel van de Panne},
  title        = {Case studies in the use of {ROC} curve analysis for sensor-based estimates
                  in human computer interaction},
  booktitle    = {Proceedings of the Graphics Interface 2005 Conference, May 9-11, 2005,
                  Victoria, British Columbia, Canada},
  pages        = {129--136},
  publisher    = {Canadian Human-Computer Communications Society},
  year         = {2005},
  url          = {https://dl.acm.org/citation.cfm?id=1089530},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/graphicsinterface/FogartyBH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/BakerCKR05,
  author       = {Ryan Shaun Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger and
                  Ido Roll},
  editor       = {Liliana Ardissono and
                  Paul Brna and
                  Antonija Mitrovic},
  title        = {Detecting When Students Game the System, Across Tutor Subjects and
                  Classroom Cohorts},
  booktitle    = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
                  Scotland, UK, July 24-29, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3538},
  pages        = {220--224},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527886\_28},
  doi          = {10.1007/11527886\_28},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/BakerCKR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/RollBAMK05,
  author       = {Ido Roll and
                  Ryan Shaun Baker and
                  Vincent Aleven and
                  Bruce M. McLaren and
                  Kenneth R. Koedinger},
  editor       = {Liliana Ardissono and
                  Paul Brna and
                  Antonija Mitrovic},
  title        = {Modeling Students' Metacognitive Errors in Two Intelligent Tutoring
                  Systems},
  booktitle    = {User Modeling 2005, 10th International Conference, {UM} 2005, Edinburgh,
                  Scotland, UK, July 24-29, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3538},
  pages        = {367--376},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527886\_48},
  doi          = {10.1007/11527886\_48},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/RollBAMK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/BakerCKW04,
  author       = {Ryan Shaun Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger and
                  Angela Z. Wagner},
  editor       = {Elizabeth Dykstra{-}Erickson and
                  Manfred Tscheligi},
  title        = {Off-task behavior in the cognitive tutor classroom: when students
                  "game the system"},
  booktitle    = {Proceedings of the 2004 Conference on Human Factors in Computing Systems,
                  {CHI} 2004, Vienna, Austria, April 24 - 29, 2004},
  pages        = {383--390},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/985692.985741},
  doi          = {10.1145/985692.985741},
  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/BakerCKW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccm/RollBAK04,
  author       = {Ido Roll and
                  Ryan Shaun Baker and
                  Vincent Aleven and
                  Kenneth R. Koedinger},
  title        = {What Goals Do Students Have When Choosing the Actions They Perform?},
  booktitle    = {Proceedings of the International Conference on Cognitive Modelling,
                  {ICCM} 2004, Pittsburgh, Pennsylvania, USA, July 30 - August 1, 2004},
  pages        = {380--381},
  year         = {2004},
  url          = {http://www.lrdc.pitt.edu/schunn/ICCM2004/proceedings/abstracts/roll.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccm/RollBAK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/BakerCK04,
  author       = {Ryan Shaun Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  editor       = {Yasmin B. Kafai and
                  Noel Enyedy and
                  Bill Sandoval},
  title        = {Learning to Distinguish Between Representations of Data: {A} Cognitive
                  Tutor That Uses Contrasting Cases},
  booktitle    = {Embracing Diversity in the Learning Sciences: Proceedings of the 6th
                  International Conference for the Learning Sciences, {ICLS} 2004, Los
                  Angeles, CA, USA, June 22-26, 2004},
  publisher    = {International Society of the Learning Sciences},
  year         = {2004},
  url          = {https://repository.isls.org/handle/1/4000},
  timestamp    = {Tue, 11 May 2021 18:13:28 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/BakerCK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerCK04,
  author       = {Ryan Shaun Baker and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Detecting Student Misuse of Intelligent Tutoring Systems},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {531--540},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_50},
  doi          = {10.1007/978-3-540-30139-4\_50},
  timestamp    = {Sun, 02 Jun 2019 21:14:19 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerCK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BakerWCK04,
  author       = {Ryan Shaun Baker and
                  Angela Z. Wagner and
                  Albert T. Corbett and
                  Kenneth R. Koedinger},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {The Social Role of Technical Personnel in the Deployment of Intelligent
                  Tutoring Systems},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {785--787},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_75},
  doi          = {10.1007/978-3-540-30139-4\_75},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BakerWCK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/RollBAK04,
  author       = {Ido Roll and
                  Ryan Shaun Baker and
                  Vincent Aleven and
                  Kenneth R. Koedinger},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {A Metacognitive {ACT-R} Model of Students' Learning Strategies in
                  Intelligent Tutoring Systems},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {854--856},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_98},
  doi          = {10.1007/978-3-540-30139-4\_98},
  timestamp    = {Sun, 04 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/RollBAK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/BeckBCKLMR04,
  author       = {Joseph Beck and
                  Ryan Shaun Baker and
                  Albert T. Corbett and
                  Judy Kay and
                  Diane J. Litman and
                  Tanja Mitrovic and
                  Steven Ritter},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Workshop on Analyzing Student-Tutor Interaction Logs to Improve Educational
                  Outcomes},
  booktitle    = {Intelligent Tutoring Systems, 7th International Conference, {ITS}
                  2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3220},
  pages        = {909},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_121},
  doi          = {10.1007/978-3-540-30139-4\_121},
  timestamp    = {Mon, 22 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/BeckBCKLMR04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DabbishB03,
  author       = {Laura Dabbish and
                  Ryan Shaun Baker},
  editor       = {Gilbert Cockton and
                  Panu Korhonen},
  title        = {Administrative assistants as interruption mediators},
  booktitle    = {Extended abstracts of the 2003 Conference on Human Factors in Computing
                  Systems, {CHI} 2003, Ft. Lauderdale, Florida, USA, April 5-10, 2003},
  pages        = {1020--1021},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/765891.766127},
  doi          = {10.1145/765891.766127},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/DabbishB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/BakerBGTS99,
  author       = {Ryan Shaun Baker and
                  Michael Boilen and
                  Michael T. Goodrich and
                  Roberto Tamassia and
                  B. Aaron Stibel},
  editor       = {Jane Prey and
                  Robert E. Noonan},
  title        = {Testers and visualizers for teaching data structures},
  booktitle    = {Proceedings of the 30th {SIGCSE} Technical Symposium on Computer Science
                  Education, {SIGCSE} 1999, New Orleans, Louisiana, USA, March 14-28,
                  1999},
  pages        = {261--265},
  publisher    = {{ACM}},
  year         = {1999},
  url          = {https://doi.org/10.1145/299649.299779},
  doi          = {10.1145/299649.299779},
  timestamp    = {Tue, 23 Mar 2021 10:54:19 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcse/BakerBGTS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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