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Journal Articles
- 2024
[j9]Hyo Jin Do
, Michelle Brachman, Casey Dugan, James M. Johnson, Julia Lauer, Priyanshu Rai, Qian Pan:
Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-27 (2024)- [j8]Hyo Jin Do, Michelle Brachman, Casey Dugan, Qian Pan, Priyanshu Rai, James M. Johnson, Roshni Thawani:
Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-26 (2024) - 2023
- [j7]Imani N. S. Munyaka, Zahra Ashktorab, Casey Dugan, James M. Johnson, Qian Pan:
Decision Making Strategies and Team Efficacy in Human-AI Teams. Proc. ACM Hum. Comput. Interact. 7(CSCW1): 1-24 (2023) - 2022
- [j6]Michelle Brachman, Zahra Ashktorab, Michael Desmond, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Aabhas Sharma:
Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-27 (2022) - [j5]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) - 2021
- [j4]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) - 2020
- [j3]Zahra Ashktorab, Q. Vera Liao, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell:
Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes. Proc. ACM Hum. Comput. Interact. 4(CSCW2): 96:1-96:20 (2020) - 2019
- [j2]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) - [j1]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)
Conference and Workshop Papers
- 2024
- [c57]Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer:
How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context. CHI Extended Abstracts 2024: 189:1-189:8 - [c56]Michael Desmond, Zahra Ashktorab, Qian Pan, Casey Dugan, James M. Johnson:
EvaluLLM: LLM assisted evaluation of generative outputs. IUI Companion 2024: 30-32 - 2023
- [c55]Zahra Ashktorab, Michael Desmond, James M. Johnson, Qian Pan, Casey Dugan, Michelle Brachman, Carolina Spina:
SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities. Conference on Designing Interactive Systems 2023: 2281-2303 - [c54]Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin:
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness. CHI 2023: 565:1-565:20 - [c53]Michelle Brachman, Qian Pan, Hyo Jin Do, Casey Dugan, Arunima Chaudhary, James M. Johnson, Priyanshu Rai, Tathagata Chakraborti, Thomas Gschwind, Jim Alain Laredo, Christoph Miksovic, Paolo Scotton, Kartik Talamadupula, Gegi Thomas:
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems. IUI 2023: 220-239 - 2022
- [c52]Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James M. Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula:
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows. AAAI 2022: 13155-13157 - [c51]Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina:
AI Assisted Data Labeling with Interactive Auto Label. AAAI 2022: 13161-13163 - 2021
- [c50]Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan:
AutoDS: Towards Human-Centered Automation of Data Science. CHI 2021: 79:1-79:12 - [c49]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 - [c48]Zahra Ashktorab, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell:
Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction. CHI 2021: 238:1-238:15 - [c47]Katy Ilonka Gero, Zahra Ashktorab, Casey Dugan, Qian Pan, James Johnson, Werner Geyer, Maria Ruiz, Sarah Miller, David R. Millen, Murray Campbell, Sadhana Kumaravel, Wei Zhang:
Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract). IJCAI 2021: 4770-4774 - [c46]Alison Marie Smith-Renner, Styliani Kleanthous Loizou, Jonathan Dodge, Casey Dugan, Min Kyung Lee, Brian Y. Lim, Tsvi Kuflik, Advait Sarkar, Avital Shulner-Tal, Simone Stumpf:
TExSS: Transparency and Explanations in Smart Systems. IUI Companion 2021: 24-25 - [c45]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 - [c44]Zahra Ashktorab, Casey Dugan, James Johnson, Aabhas Sharma, Dustin Ramsey Torres, Ingrid Lange, Benjamin Hoover, Heiko Ludwig, Bryant Chen, Nathalie Baracaldo, Werner Geyer, Qian Pan:
The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game. IUI 2021: 423-433 - 2020
- [c43]Katy Ilonka Gero, Zahra Ashktorab, Casey Dugan, Qian Pan, James Johnson, Werner Geyer, Maria Ruiz, Sarah Miller, David R. Millen, Murray Campbell, Sadhana Kumaravel, Wei Zhang:
Mental Models of AI Agents in a Cooperative Game Setting. CHI 2020: 1-12 - [c42]Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020. IUI Companion 2020: 7-8 - [c41]Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract). ExSS-ATEC@IUI 2020 - [c40]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 - [c39]Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan:
IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models. DaSH@KDD 2020 - 2019
- [c38]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 - [c37]Styliani Kleanthous, Tsvi Kuflik, Jahna Otterbacher, Alan Hartman, Casey Dugan, Veronika Bogina:
Intelligent user interfaces for algorithmic transparency in emerging technologies. IUI Companion 2019: 129-130 - [c36]Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan:
Explaining models: an empirical study of how explanations impact fairness judgment. IUI 2019: 275-285 - 2017
- [c35]Michael J. Muller, Casey Dugan, Michael Brenndoerfer, Megan Monroe, Werner Geyer:
What Did I Ask You to Do, by When, and for Whom?: Passion and Compassion in Request Management. CSCW 2017: 1009-1023 - [c34]Michael J. Muller, Casey Dugan, Aabhas Sharma, Werner Geyer, Thomas Erickson:
A Stick with a Handle at Each End: Socially Implicated Work Objects for Design of Collaborative Systems. ECSCW Exploratory Papers 2017: 55-72 - [c33]Casey Dugan, Aabhas Sharma, Michael J. Muller, Di Lu, Michael Brenndoerfer, Werner Geyer:
RemindMe: Plugging a Reminder Manager into Email for Enhancing Workplace Responsiveness. INTERACT (2) 2017: 392-401 - [c32]Casey Dugan, Peter Brusilovsky, Elizabeth M. Daly, John O'Donovan:
AWARE: Workshop on Awareness Interfaces and Interactions. IUI Companion 2017: 1-3 - [c31]Tak Yeon Lee, Casey Dugan, Benjamin B. Bederson:
Towards Understanding Human Mistakes of Programming by Example: An Online User Study. IUI 2017: 257-261 - 2016
- [c30]Di Lu, Casey Dugan, Rosta Farzan, Werner Geyer:
Let's Stitch Me and You Together!: Designing a Photo Co-creation Activity to Stimulate Playfulness in the Workplace. CHI 2016: 3061-3065 - [c29]Di Lu, Casey Dugan:
Stitched Groupies: A Playful Self-Photo Co-creation Activity. CSCW Companion 2016: 69-72 - [c28]Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami:
Let's Talk About the Quantified Workplace. CSCW Companion 2016: 522-528 - 2015
- [c27]Casey Dugan, Sven Laumer, Thomas Erickson, Wendy A. Kellogg, Werner Geyer:
The #selfiestation: Design and Use of a Kiosk for Taking Selfies in the Enterprise. INTERACT (2) 2015: 38-46 - [c26]Megan Monroe, Casey Dugan:
Disperse: Enabling Web-Based Visualization in Multi-screen and Multi-user Environments. INTERACT (3) 2015: 418-435 - [c25]Casey Dugan, Sven Laumer:
Social Image Research in the Age of Selfies. INTERACT (4) 2015: 671-672 - 2014
- [c24]N. Sadat Shami, Jiang Yang, Laura Panc, Casey Dugan, Tristan Ratchford, Jamie C. Rasmussen, Yannick Assogba, Tal Steier, Todd Soule, Stela Lupushor, Werner Geyer, Ido Guy, Jonathan Ferrar:
Understanding employee social media chatter with enterprise social pulse. CSCW 2014: 379-392 - 2013
- [c23]Tak Yeon Lee, Casey Dugan, Werner Geyer, Tristan Ratchford, Jamie C. Rasmussen, N. Sadat Shami, Stela Lupushor:
Experiments on Motivational Feedback for Crowdsourced Workers. ICWSM 2013 - 2012
- [c22]Casey Dugan, Werner Geyer, Michael J. Muller, Abel N. Valente, Katherine James, Steve Levy, Li-Te Cheng, Elizabeth M. Daly, Beth Brownholtz:
"I'd never get out of this !?$%# office": redesigning time management for the enterprise. CHI 2012: 1755-1764 - 2011
- [c21]Werner Geyer, Casey Dugan, Beth Brownholtz, Mikhil Masli, Elizabeth M. Daly, David R. Millen:
An open, social microcalender for the enterprise: timely? CHI 2011: 247-256 - [c20]Mikhil Masli, Werner Geyer, Casey Dugan, Beth Brownholtz:
The design and usage of tentative events for time-based social coordination in the enterprise. WWW 2011: 765-774 - 2010
- [c19]Casey Dugan, Werner Geyer, David R. Millen:
Lessons learned from blog muse: audience-based inspiration for bloggers. CHI 2010: 1965-1974 - [c18]Werner Geyer, Casey Dugan:
Inspired by the audience: a topic suggestion system for blog writers and readers. CSCW 2010: 237-240 - [c17]Hyung-il Ahn, Werner Geyer, Casey Dugan, David R. Millen:
"How Incredibly Awesome!" - Click Here to Read More. ICWSM 2010 - [c16]Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan:
2nd workshop on recommender systems and the social web. RecSys 2010: 379-380 - 2009
- [c15]Jilin Chen, Werner Geyer, Casey Dugan, Michael J. Muller, Ido Guy:
Make new friends, but keep the old: recommending people on social networking sites. CHI 2009: 201-210 - [c14]Michael J. Muller, Jill Freyne, Casey Dugan, David R. Millen, Jennifer Thom-Santelli:
Return On Contribution (ROC): A Metric for Enterprise Social Software. ECSCW 2009: 143-150 - [c13]Joan Morris DiMicco, Werner Geyer, David R. Millen, Casey Dugan, Beth Brownholtz:
People Sensemaking and Relationship Building on an Enterprise Social Network Site. HICSS 2009: 1-10 - [c12]Dietmar Jannach, Werner Geyer, Casey Dugan, Jill Freyne, Sarabjot S. Anand, Bamshad Mobasher, Alfred Kobsa:
Workshop on recommender systems and the social web. RecSys 2009: 421-422 - 2008
- [c11]Rosta Farzan, Joan Morris DiMicco, David R. Millen, Casey Dugan, Werner Geyer, Elizabeth Brownholtz:
Results from deploying a participation incentive mechanism within the enterprise. CHI 2008: 563-572 - [c10]Werner Geyer, Casey Dugan, Joan Morris DiMicco, David R. Millen, Beth Brownholtz, Michael J. Muller:
Use and reuse of shared lists as a social content type. CHI 2008: 1545-1554 - [c9]Pavan Kumar Vatturi, Werner Geyer, Casey Dugan, Michael J. Muller, Beth Brownholtz:
Tag-based filtering for personalized bookmark recommendations. CIKM 2008: 1395-1396 - [c8]Casey Dugan, Werner Geyer, Michael J. Muller, Joan Morris DiMicco, Beth Brownholtz, David R. Millen:
It's all 'about you': diversity in online profiles. CSCW 2008: 703-706 - [c7]Joan Morris DiMicco, David R. Millen, Werner Geyer, Casey Dugan, Beth Brownholtz, Michael J. Muller:
Motivations for social networking at work. CSCW 2008: 711-720 - [c6]Jianqiang Shen, Werner Geyer, Michael J. Muller, Casey Dugan, Beth Brownholtz, David R. Millen:
Automatically finding and recommending resources to support knowledge workers' activities. IUI 2008: 207-216 - [c5]Werner Geyer, Casey Dugan, David R. Millen, Michael J. Muller, Jill Freyne:
Recommending topics for self-descriptions in online user profiles. RecSys 2008: 59-66 - 2007
- [c4]Werner Geyer, Beth Brownholtz, Michael J. Muller, Casey Dugan, Eric Wilcox, David R. Millen:
Malibu personal productivity assistant. CHI Extended Abstracts 2007: 2375-2380 - [c3]Lida Li, Michael J. Muller, Werner Geyer, Casey Dugan, Beth Brownholtz, David R. Millen:
Predicting individual priorities of shared activities using support vector machines. CIKM 2007: 515-524 - [c2]Michael J. Muller, Werner Geyer, Beth Brownholtz, Casey Dugan, David R. Millen, Eric Wilcox:
Tag-Based Metonymic Search in an Activity-Centric Aggregation Service. ECSCW 2007: 179-198 - [c1]Casey Dugan, Michael J. Muller, David R. Millen, Werner Geyer, Beth Brownholtz, Marty Moore:
The dogear game: a social bookmark recommender system. GROUP 2007: 387-390
Editorship
- 2020
- [e1]Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal:
Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), Cagliari, Italy, March 17, 2020. CEUR Workshop Proceedings 2582, CEUR-WS.org 2020 [contents]
Informal and Other Publications
- 2024
- [i10]Hyo Jin Do, Rachel Ostrand, Justin D. Weisz, Casey Dugan, Prasanna Sattigeri, Dennis Wei, Keerthiram Murugesan, Werner Geyer:
Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions. CoRR abs/2405.20434 (2024) - [i9]Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman:
Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions. CoRR abs/2409.08937 (2024) - 2023
- [i8]Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin:
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness. CoRR abs/2303.00673 (2023) - [i7]Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang:
Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback. CoRR abs/2305.08982 (2023) - 2021
- [i6]Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan:
AutoDS: Towards Human-Centered Automation of Data Science. CoRR abs/2101.05273 (2021) - [i5]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) - [i4]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) - 2019
- [i3]Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan:
Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment. CoRR abs/1901.07694 (2019) - [i2]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) - [i1]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)
Coauthor Index
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