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BibTeX records: Ryan Baker 0001
@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 = {Mon, 01 Apr 2024 01:00:00 +0200}, 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 = {Mon, 01 Apr 2024 01:00:00 +0200}, 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 = {Mon, 01 Apr 2024 01:00:00 +0200}, 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 Steven 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, 11 Apr 2024 01:00:00 +0200}, 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 Juliana Ma. Alexandra L. 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 = {Fri, 05 Apr 2024 01:00:00 +0200}, 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 = {Tue, 02 Apr 2024 01:00:00 +0200}, 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 = {Mon, 01 Apr 2024 01:00:00 +0200}, 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 = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigcse/Cloude0BF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-12737, author = {Maciej Pankiewicz and Ryan Shaun Baker}, title = {Navigating Compiler Errors with {AI} Assistance - {A} Study of {GPT} Hints in an Introductory Programming Course}, journal = {CoRR}, volume = {abs/2403.12737}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.12737}, doi = {10.48550/ARXIV.2403.12737}, eprinttype = {arXiv}, eprint = {2403.12737}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-12737.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 = {Wed, 17 Apr 2024 12:43:09 +0200}, 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, Recognizing 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 = {Thu, 18 Apr 2024 13:03:08 +0200}, 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 = {Wed, 17 Apr 2024 12:43:49 +0200}, 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 = {Wed, 17 Apr 2024 12:43:58 +0200}, 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://escholarship.org/uc/item/8rz5w6fq}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, 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://escholarship.org/uc/item/8mx9h5hq}, timestamp = {Thu, 18 Apr 2024 01:00:00 +0200}, 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 = {Wed, 17 Apr 2024 12:44:29 +0200}, 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 = {Wed, 17 Apr 2024 01:00:00 +0200}, 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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