default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMichael J. Muller
Person information
- affiliation: IBM Research, Cambridge, MA, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j42]Qianqia (queenie) Zhang
, Soya Park, Michael J. Muller, David R. Karger:
"How fancy you are to make us use your fancy tool": Coordinating Individuals' Tool Preference over Group Boundaries. Proc. ACM Hum. Comput. Interact. 8(GROUP): 1-31 (2024)- [j41]Soya Park, Stuti Vishwabhan, Michael J. Muller, David R. Karger:
"I Really Need Your Help with This Work...": A System for Navigating the Tricky Terrain of Managing Up by Leveraging One's Motivation to Get Things Done. ACM Trans. Comput. Hum. Interact. 31(4): 51:1-51:36 (2024) - [c181]Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl:
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations. CHI 2024: 316:1-316:32 - [c180]Justin D. Weisz, Jessica He, Michael J. Muller, Gabriela Hoefer, Rachel Miles, Werner Geyer:
Design Principles for Generative AI Applications. CHI 2024: 378:1-378:22 - [c179]Michael J. Muller, Anna Kantosalo, Mary Lou Maher, Charles Patrick Martin, Greg Walsh:
GenAICHI 2024: Generative AI and HCI at CHI 2024. CHI Extended Abstracts 2024: 470:1-470:7 - [c178]Marios Constantinides, Mohammad Tahaei, Daniele Quercia, Simone Stumpf, Michael Madaio, Sean Kennedy, Lauren Wilcox, Jessica Vitak, Henriette Cramer, Edyta Paulina Bogucka, Ricardo Baeza-Yates, Ewa Luger, Jess Holbrook, Michael J. Muller, Ilana Golbin Blumenfeld, Giada Pistilli:
Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence. CHI Extended Abstracts 2024: 582:1-582:4 - [c177]Michael J. Muller, Justin D. Weisz, Stephanie Houde, Steven I. Ross:
Drinking Chai with Your (AI) Programming Partner: Value Tensions in the Tokenization of Future Human-AI Collaborative Work. CHIWORK 2024: 7:1-7:15 - [c176]Jessica He, Stephanie Houde, Gabriel Enrique Gonzalez, Darío Andrés Silva Moran, Steven I. Ross, Michael J. Muller, Justin D. Weisz:
AI and the Future of Collaborative Work: Group Ideation with an LLM in a Virtual Canvas. CHIWORK 2024: 9:1-9:14 - [c175]Gabriel Enrique Gonzalez, Darío Andrés Silva Moran, Stephanie Houde, Jessica He, Steven I. Ross, Michael J. Muller, Siya Kunde, Justin D. Weisz:
Collaborative Canvas: A Tool for Exploring LLM Use in Group Ideation Tasks. IUI Workshops 2024 - [i26]Justin D. Weisz, Jessica He, Michael J. Muller, Gabriela Hoefer, Rachel Miles, Werner Geyer:
Design Principles for Generative AI Applications. CoRR abs/2401.14484 (2024) - [i25]Marios Constantinides, Mohammad Tahaei, Daniele Quercia, Simone Stumpf, Michael Madaio, Sean Kennedy, Lauren Wilcox, Jessica Vitak, Henriette Cramer, Edyta Paulina Bogucka, Ricardo Baeza-Yates, Ewa Luger, Jess Holbrook, Michael J. Muller, Ilana Golbin Blumenfeld, Giada Pistilli:
Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence. CoRR abs/2403.00148 (2024) - [i24]Justin D. Weisz, Michael J. Muller, Arielle Goldberg, Darío Andrés Silva Moran:
Expedient Assistance and Consequential Misunderstanding: Envisioning an Operationalized Mutual Theory of Mind. CoRR abs/2406.11946 (2024) - 2023
- [j40]Angelika Strohmayer, Michael J. Muller:
Data-ing and Un-Data-ing. Interactions 30(3): 38-42 (2023) - [c174]Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz:
Understanding How Task Dimensions Impact Automation Preferences with a Conversational Task Assistant. AutomationXP@CHI 2023 - [c173]Farnaz Jahanbakhsh, Yannis Katsis, Dakuo Wang, Lucian Popa, Michael J. Muller:
Exploring the Use of Personalized AI for Identifying Misinformation on Social Media. CHI 2023: 105:1-105:27 - [c172]Michael J. Muller, Lydia B. Chilton, Anna Kantosalo, Q. Vera Liao, Mary Lou Maher, Charles Patrick Martin, Greg Walsh:
GenAICHI 2023: Generative AI and HCI at CHI 2023. CHI Extended Abstracts 2023: 350:1-350:7 - [c171]Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael J. Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu:
Human-Centered Responsible Artificial Intelligence: Current & Future Trends. CHI Extended Abstracts 2023: 515:1-515:4 - [c170]Alberta A. Ansah, Adriana S. Vivacqua, Sailin Zhong, Susanne Boll, Marios Constantinides, Himanshu Verma, Abdallah El Ali, Alina Lushnikova, Hamed S. Alavi, Sean Rintel, Andrew L. Kun, Orit Shaer, Anna L. Cox, Kathrin Gerling, Michael J. Muller, Vít Rusnák, Letícia Santos Machado, Thomas Kosch, CHIWORK Collective, SIGCHI Executive Committee:
Reflecting on Hybrid Events: Learning from a Year of Hybrid Experiences. CHI Extended Abstracts 2023: 517:1-517:4 - [c169]Siobahn Day Grady, Christine Bauer, Rina R. Wehbe, Katta Spiel, Michael J. Muller, Christina N. Harrington:
How can we can create an equitable CHI. CHI Extended Abstracts 2023: 524:1-524:3 - [c168]Jessica He, David Piorkowski, Michael J. Muller, Kristina Brimijoin, Stephanie Houde, Justin D. Weisz:
Rebalancing Worker Initiative and AI Initiative in Future Work: Four Task Dimensions. CHIWORK 2023: 3:1-3:16 - [c167]Karin Hansson, Shaowen Bardzell, Aparajita Bhandari, Marion Boulicault, Dylan Thomas Doyle, Sheena Erete, Teresa Cerratto-Pargman, Shaimaa Lazem, Michael J. Muller, Maria Normark, Adrian Petterson, Anton Poikolainen Rosén, Alex S. Taylor, Jakita Owensby Thomas, Julia Watson:
A Toolbox of Feminist Wonder: Theories and methods that can make a difference. CSCW Companion 2023: 476-480 - [c166]Mohammad Rashidujjaman Rifat, Ayesha Bhimdiwala, Ananya Bhattacharjee, Amna Batool, Dipto Das, Nusrat Jahan Mim, Abdullah Hasan Safir, Sharifa Sultana, Taslima Akter, C. Estelle Smith, Bryan C. Semaan, Shaimaa Lazem, Robert Soden, Michael J. Muller, Syed Ishtiaque Ahmed:
Many Worlds of Ethics: Ethical Pluralism in CSCW. CSCW Companion 2023: 490-496 - [c165]Michael J. Muller, Heloisa Candello, Justin D. Weisz:
Interactional Co-Creativity of Human and AI in Analogy-Based Design. ICCC 2023: 112-116 - [c164]Steven I. Ross, Stephanie Houde, Fernando Martinez, Michael J. Muller, Justin D. Weisz:
The Programmer's Assistant User Experience. IUI Companion 2023: 102-104 - [c163]Steven I. Ross, Michael J. Muller, Fernando Martinez, Stephanie Houde, Justin D. Weisz:
A Case Study in Engineering a Conversational Programming Assistant's Persona 121-129. IUI Workshops 2023: 121-129 - [c162]Justin D. Weisz, Michael J. Muller, Jessica He, Stephanie Houde:
Toward General Design Principles for Generative AI Applications 130-144. IUI Workshops 2023: 130-144 - [c161]Steven I. Ross, Fernando Martinez, Stephanie Houde, Michael J. Muller, Justin D. Weisz:
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development. IUI 2023: 491-514 - [i23]Justin D. Weisz, Michael J. Muller, Jessica He, Stephanie Houde:
Toward General Design Principles for Generative AI Applications. CoRR abs/2301.05578 (2023) - [i22]Steven I. Ross, Michael J. Muller, Fernando Martinez, Stephanie Houde, Justin D. Weisz:
A Case Study in Engineering a Conversational Programming Assistant's Persona. CoRR abs/2301.10016 (2023) - [i21]Steven I. Ross, Fernando Martinez, Stephanie Houde, Michael J. Muller, Justin D. Weisz:
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development. CoRR abs/2302.07080 (2023) - [i20]Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael J. Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu:
Human-Centered Responsible Artificial Intelligence: Current & Future Trends. CoRR abs/2302.08157 (2023) - 2022
- [j39]Neha Kumar, Julie A. Adams, Bill Buxton, Linda Candy, Pablo César, Leigh Clark, Benjamin R. Cowan, Anind K. Dey, Phoebe O. Toups Dugas, Ernest A. Edmonds, Michael A. Goodrich, Mark Green, Jonathan Grudin, Yoshifumi Kitamura, Joe Konstan, Celine Latulipe, Minha Lee, Tom Malone, Regan L. Mandryk, Panos Markopoulos, Michael J. Muller, Lennart E. Nacke, Yukiko I. Nakano, Marianna Obrist, Martin Porcheron, Aleksandra Sarcevic, Johannes Schöning, Stacey D. Scott, Bonita Sharif, Frank Steinicke, Simone Stumpf, Edward Tse, Vinoba Vinayagamoorthy:
A chronology of SIGCHI conferences: 1983 to 2022. Interactions 29(6): 34-41 (2022) - [j38]Heloisa Candello, Claudio S. Pinhanez, Michael J. Muller, Mairieli Wessel:
Unveiling Practices of Customer Service Content Curators of Conversational Agents. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-33 (2022) - [j37]Dakuo Wang, Michael J. Muller, Qian Yang, Zijun Wang, Ming Tan, Stacy Hobson:
Organizational Distance Also Matters: How Organizational Distance Among Industrial Research Teams Affect Their Research Productivity. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-18 (2022) - [j36]April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan:
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks. ACM Trans. Comput. Hum. Interact. 29(2): 17:1-17:33 (2022) - [c160]Anissa Tanweer, Cecilia R. Aragon, Michael J. Muller, Shion Guha, Samir Passi, Gina Neff, Marina Kogan:
Interrogating Human-centered Data Science: Taking Stock of Opportunities and Limitations. CHI Extended Abstracts 2022: 99:1-99:6 - [c159]Michael J. Muller, Lydia B. Chilton, Anna Kantosalo, Charles Patrick Martin, Greg Walsh:
GenAICHI: Generative AI and HCI. CHI Extended Abstracts 2022: 110:1-110:7 - [c158]Su Lin Blodgett, Q. Vera Liao, Alexandra Olteanu, Rada Mihalcea, Michael J. Muller, Morgan Klaus Scheuerman, Chenhao Tan, Qian Yang:
Responsible Language Technologies: Foreseeing and Mitigating Harms. CHI Extended Abstracts 2022: 152:1-152:3 - [c157]Casey Fiesler, Christopher Frauenberger, Michael J. Muller, Jessica Vitak, Michael Zimmer:
Research Ethics in HCI: A SIGCHI Community Discussion. CHI Extended Abstracts 2022: 169:1-169:3 - [c156]Michael J. Muller, Angelika Strohmayer:
Forgetting Practices in the Data Sciences. CHI 2022: 323:1-323:19 - [c155]Michael J. Muller, Justin D. Weisz:
Extending a Human-AI Collaboration Framework with Dynamism and Sociality. CHIWORK 2022: 10:1-10:12 - [c154]Stephanie Houde, Steven I. Ross, Michael J. Muller, Mayank Agarwal, Fernando Martinez, John T. Richards, Kartik Talamadupula, Justin D. Weisz:
Opportunies for Generative AI in UX Modernization 81-91. IUI Workshops 2022: 81-91 - [c153]Michael J. Muller, Steven I. Ross, Stephanie Houde, Mayank Agarwal, Fernando Martinez, John T. Richards, Kartik Talamadupula, Justin D. Weisz:
Drinking Chai with Your (AI) Programming Partner: A Design Fiction about Generative AI for Software Engineering 107-122. IUI Workshops 2022: 107-122 - [c152]Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz:
Investigating Explainability of Generative AI for Code through Scenario-based Design. IUI 2022: 212-228 - [c151]Justin D. Weisz, Michael J. Muller, Steven I. Ross, Fernando Martinez, Stephanie Houde, Mayank Agarwal, Kartik Talamadupula, John T. Richards:
Better Together? An Evaluation of AI-Supported Code Translation. IUI 2022: 369-391 - [c150]Sarah Rüller, María Belén Giménez Ciciolli, Anne Weibert, Konstantin Aal, Mark Blythe, Michael J. Muller, Yasmin B. Kafai:
Creative Entrances to Co-Design: Exploring Collaboration through Fiction, Fairy tales, and Games. PDC (2) 2022: 247-250 - [i19]Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz:
Investigating Explainability of Generative AI for Code through Scenario-based Design. CoRR abs/2202.04903 (2022) - [i18]Justin D. Weisz, Michael J. Muller, Steven I. Ross, Fernando Martinez, Stephanie Houde, Mayank Agarwal, Kartik Talamadupula, John T. Richards:
Better Together? An Evaluation of AI-Supported Code Translation. CoRR abs/2202.07682 (2022) - 2021
- [j35]Zahra Ashktorab, Michael Desmond, Josh Andres, Michael J. Muller, Narendra Nath Joshi, Michelle Brachman, Aabhas Sharma, Kristina Brimijoin, Qian Pan, Christine T. Wolf, Evelyn Duesterwald, Casey Dugan, Werner Geyer, Darrell Reimer:
AI-Assisted Human Labeling: Batching for Efficiency without Overreliance. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 89:1-89:27 (2021) - [j34]David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy:
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 131:1-131:25 (2021) - [c149]Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz:
Expanding Explainability: Towards Social Transparency in AI systems. CHI 2021: 82:1-82:19 - [c148]Michael J. Muller, Christine T. Wolf, Josh Andres, Michael Desmond, Narendra Nath Joshi, Zahra Ashktorab, Aabhas Sharma, Kristina Brimijoin, Qian Pan, Evelyn Duesterwald, Casey Dugan:
Designing Ground Truth and the Social Life of Labels. CHI 2021: 94:1-94:16 - [c147]Michael Ann DeVito, Caitlin Lustig, Ellen Simpson, Kimberley R. Allison, Tya S. Chuanromanee, Katta Spiel, Amy J. Ko, Jennifer Ann Rode, Brianna Dym, Michael J. Muller, Morgan Klaus Scheuerman, Ashley Marie Walker, Jed R. Brubaker, Alex A. Ahmed:
Queer in HCI: Strengthening the Community of LGBTQIA+ Researchers and Research. CHI Extended Abstracts 2021: 159:1-159:3 - [c146]Casey Fiesler, Melissa Densmore, Michael J. Muller, Cosmin Munteanu:
SIGCHI Research Ethics Committee Town Hall. CSCW Companion 2021: 232-233 - [c145]Michael Desmond, Michael J. Muller, Zahra Ashktorab, Casey Dugan, Evelyn Duesterwald, Kristina Brimijoin, Catherine Finegan-Dollak, Michelle Brachman, Aabhas Sharma, Narendra Nath Joshi, Qian Pan:
Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface. IUI 2021: 392-401 - [c144]Michael J. Muller, April Yi Wang, Steven I. Ross, Justin D. Weisz, Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, John T. Richards, Jaimie Drozdal, Xuye Liu, David Piorkowski, Dakuo Wang:
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks. IUI Workshops 2021 - [c143]Justin D. Weisz, Michael J. Muller, Stephanie Houde, John T. Richards, Steven I. Ross, Fernando Martinez, Mayank Agarwal, Kartik Talamadupula:
Perfection Not Required? Human-AI Partnerships in Code Translation. IUI 2021: 402-412 - [i17]Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini:
How Much Automation Does a Data Scientist Want? CoRR abs/2101.03970 (2021) - [i16]Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz:
Expanding Explainability: Towards Social Transparency in AI systems. CoRR abs/2101.04719 (2021) - [i15]David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy:
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. CoRR abs/2101.06098 (2021) - [i14]April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan:
Themisto: Towards Automated Documentation Generation in Computational Notebooks. CoRR abs/2102.12592 (2021) - [i13]Justin D. Weisz, Michael J. Muller, Stephanie Houde, John T. Richards, Steven I. Ross, Fernando Martinez, Mayank Agarwal, Kartik Talamadupula:
Perfection Not Required? Human-AI Partnerships in Code Translation. CoRR abs/2104.03820 (2021) - [i12]Michael Desmond, Zahra Ashktorab, Michelle Brachman, Kristina Brimijoin, Evelyn Duesterwald, Casey Dugan, Catherine Finegan-Dollak, Michael J. Muller, Narendra Nath Joshi, Qian Pan, Aabhas Sharma:
Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface. CoRR abs/2104.04122 (2021) - [i11]Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl:
The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations. CoRR abs/2107.13509 (2021) - [i10]Dakuo Wang, Michael J. Muller, Qian Yang, Zijun Wang, Ming Tan, Stacy Hobson:
Organizational Distance Also Matters: A Case Study of Distributed Research Teams and their Paper Productivity. CoRR abs/2110.01028 (2021) - [i9]Mayank Agarwal, Kartik Talamadupula, Fernando Martinez, Stephanie Houde, Michael J. Muller, John T. Richards, Steven I. Ross, Justin D. Weisz:
Using Document Similarity Methods to create Parallel Datasets for Code Translation. CoRR abs/2110.05423 (2021) - 2020
- [j33]Rob Comber, Shaowen Bardzell, Jeffrey Bardzell, Mike Hazas, Michael J. Muller:
Announcing a new CHI subcommittee: critical and sustainable computing. Interactions 27(4): 101-103 (2020) - [j32]Amy X. Zhang, Michael J. Muller, Dakuo Wang:
How do Data Science Workers Collaborate? Roles, Workflows, and Tools. Proc. ACM Hum. Comput. Interact. 4(CSCW): 022:1-022:23 (2020) - [c142]Michael A. DeVito, Ashley Marie Walker, Caitlin Lustig, Amy J. Ko, Katta Spiel, Alex A. Ahmed, Kimberley R. Allison, Morgan Klaus Scheuerman, Brianna Dym, Jed R. Brubaker, Ellen Simpson, Naveen Bagalkot, Noopur Raval, Michael J. Muller, Jennifer A. Rode, Mary L. Gray:
Queer in HCI: Supporting LGBTQIA+ Researchers and Research Across Domains. CHI Extended Abstracts 2020: 1-4 - [c141]Michael J. Muller, Jeffrey Bardzell, EunJeong Cheon, Norman Makoto Su, Eric P. S. Baumer, Casey Fiesler, Ann Light, Mark Blythe:
Understanding the Past, Present, and Future of Design Fictions. CHI Extended Abstracts 2020: 1-8 - [c140]Melissa Densmore, Casey Fiesler, Cosmin Munteanu, Michael J. Muller, Janet C. Read, Katie Shilton, Özge Subasi:
Research Ethics Roundtable. CSCW Companion 2020: 195-198 - [c139]Michael J. Muller, Cecilia M. Aragon, Shion Guha, Marina Kogan, Gina Neff, Cathrine F. Seidelin, Katie Shilton, Anissa Tanweer:
Interrogating Data Science. CSCW Companion 2020: 467-473 - [c138]Marina Kogan, Aaron Halfaker, Shion Guha, Cecilia M. Aragon, Michael J. Muller, R. Stuart Geiger:
Mapping Out Human-Centered Data Science: Methods, Approaches, and Best Practices. GROUP (Companion) 2020: 151-156 - [c137]Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su:
Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems. IUI 2020: 297-307 - [c136]Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang:
Business (mis)Use Cases of Generative AI. HAI-GEN+user2agent@IUI 2020 - [c135]Dakuo Wang, Parikshit Ram, Daniel Karl I. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Ramsey Torres, Horst Samulowitz, Lisa Amini:
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop. IUI Companion 2020: 77-78 - [c134]Daniel Karl I. Weidele, Justin D. Weisz, Erick Oduor, Michael J. Muller, Josh Andres, Alexander G. Gray, Dakuo Wang:
AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates. IUI 2020: 308-312 - [c133]Josh Andres, Christine T. Wolf, Michael J. Muller, Justin D. Weisz, Narendra Nath Joshi, Aabhas Sharma, Krissy Brimijoin, Michael Desmond, Zahra Ashktorab, Qian Pan, Evelyn Duesterwald, Casey Dugan:
Cultivating Human Expertise Through AI-Assisted Data Science. DaSH@KDD 2020 - [c132]Justin D. Weisz, Michael J. Muller:
The Next Decade of Data Science. DaSH@KDD 2020 - [i8]Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su:
Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. CoRR abs/2001.06509 (2020) - [i7]Amy X. Zhang, Michael J. Muller, Dakuo Wang:
How do Data Science Workers Collaborate? Roles, Workflows, and Tools. CoRR abs/2001.06684 (2020) - [i6]Stephanie Houde, Vera Liao, Jacquelyn Martino, Michael J. Muller, David Piorkowski, John T. Richards, Justin D. Weisz, Yunfeng Zhang:
Business (mis)Use Cases of Generative AI. CoRR abs/2003.07679 (2020) - [i5]Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, Michael J. Muller, John T. Richards, Steven I. Ross, Justin D. Weisz:
Quality Estimation & Interpretability for Code Translation. CoRR abs/2012.07581 (2020)
2010 – 2019
- 2019
- [j31]Shari Trewin, Sara H. Basson, Michael J. Muller, Stacy M. Branham, Jutta Treviranus, Daniel M. Gruen, Daniel Hebert, Natalia Lyckowski, Erich Manser:
Considerations for AI fairness for people with disabilities. AI Matters 5(3): 40-63 (2019) - [j30]Chiara Rossitto, Michael J. Muller, Verena Fuchsberger-Staufer, Manfred Tscheligi:
Introduction to ECSCW 2019. Comput. Support. Cooperative Work. 28(3-4): 291-292 (2019) - [j29]Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray:
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI. Proc. ACM Hum. Comput. Interact. 3(CSCW): 211:1-211:24 (2019) - [j28]Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic:
How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question? Proc. ACM Hum. Comput. Interact. 3(GROUP): 237:1-237:23 (2019) - [c131]Michael J. Muller, Melanie Feinberg, Timothy George, Steven J. Jackson, Bonnie E. John, Mary Beth Kery, Samir Passi:
Human-Centered Study of Data Science Work Practices. CHI Extended Abstracts 2019 - [c130]Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson:
How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation. CHI 2019: 126 - [c129]Cosmin Munteanu, Amy S. Bruckman, Michael J. Muller, Christopher Frauenberger, Casey Fiesler, Robert E. Kraut, Katie Shilton, Jenny Waycott:
SIGCHI Research Ethics Town Hall. CHI Extended Abstracts 2019 - [c128]Angelika Strohmayer, Cayley MacArthur, Velvet Spors, Michael J. Muller, Morgan Vigil-Hayes, Ebtisam Abdullah Alabdulqader:
CHInclusion: Working Toward a More Inclusive HCI Community. CHI Extended Abstracts 2019 - [c127]Casey Fiesler, Jed R. Brubaker, Andrea Forte, Shion Guha, Nora McDonald, Michael J. Muller:
Qualitative Methods for CSCW: Challenges and Opportunities. CSCW Companion 2019: 455-460 - [c126]Michael J. Muller, Susan R. Fussell, Ge Gao, Pamela J. Hinds, Nigini Oliveira, Katharina Reinecke, Lionel P. Robert Jr., Kanya (Pao) Siangliulue, Volker Wulf, Chien-Wen Yuan:
Learning from Team and Group Diversity: Nurturing and Benefiting from our Heterogeneity. CSCW Companion 2019: 498-505 - [c125]Heloisa Candello, Mauro Pichiliani, Mairieli Santos Wessel, Claudio S. Pinhanez, Michael J. Muller:
Teaching Robots to Act and Converse in Physical Spaces: Participatory Design Fictions with Museum Guides. HTTF 2019: 15:1-15:4 - [i4]Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray:
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI. CoRR abs/1909.02309 (2019) - [i3]Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic:
How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question? CoRR abs/1909.03486 (2019) - [i2]Daniel Karl I. Weidele, Justin D. Weisz, Eno Oduor, Michael J. Muller, Josh Andres, Alexander G. Gray, Dakuo Wang:
AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates. CoRR abs/1912.06723 (2019) - [i1]Q. Vera Liao, Michael J. Muller:
Enabling Value Sensitive AI Systems through Participatory Design Fictions. CoRR abs/1912.07381 (2019) - 2018
- [j27]Nigini Oliveira, Michael J. Muller, Nazareno Andrade, Katharina Reinecke:
The Exchange in StackExchange: Divergences between Stack Overflow and its Culturally Diverse Participants. Proc. ACM Hum. Comput. Interact. 2(CSCW): 130:1-130:22 (2018) - [c124]Casey Fiesler, Jeff T. Hancock, Amy S. Bruckman, Michael J. Muller, Cosmin Munteanu, Melissa Densmore:
Research Ethics for HCI: A Roundtable Discussion. CHI Extended Abstracts 2018 - [c123]Q. Vera Liao, Muhammed Mas-ud Hussain, Praveen Chandar, Matthew Davis, Yasaman Khazaeni, Marco Patricio Crasso, Dakuo Wang, Michael J. Muller, N. Sadat Shami, Werner Geyer:
All Work and No Play? CHI 2018: 3 - [c122]Michael J. Muller, Thomas Erickson:
In the Data Kitchen: A Review (a design fiction on data science). CHI Extended Abstracts 2018 - [c121]Michael J. Muller, Geraldine Fitzpatrick:
3rd Early Career Development Symposium. CHI Extended Abstracts 2018 - [c120]Pamela J. Wisniewski, Neha Kumar, Christine Bassem, Sarah Clinch, Susan M. Dray, Geraldine Fitzpatrick, Cliff Lampe, Michael J. Muller, Anicia N. Peters:
Intersectionality as a Lens to Promote Equity and Inclusivity within SIGCHI. CHI Extended Abstracts 2018 - [c119]Casey Fiesler, Amy S. Bruckman, Robert E. Kraut, Michael J. Muller, Cosmin Munteanu, Katie Shilton:
Research Ethics and Regulation: An Open Forum. CSCW Companion 2018: 125-128 - [c118]