Casey Dugan

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 47

Top Topics

Natural Language

Knowledge Workers

Cooperative Game

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

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 (2024)
Michael Desmond, Zahra Ashktorab, Qian Pan, Casey Dugan, James M. Johnson
EvaluLLM: LLM assisted evaluation of generative outputs. IUI Companion (2024)
Michelle Brachman, Amina El-Ashry, Casey Dugan, Werner Geyer
How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context. CHI Extended Abstracts (2024)
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)
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)
Imani N. S. Munyaka, Zahra Ashktorab, Casey Dugan, James Johnson, Qian Pan
Decision Making Strategies and Team Efficacy in Human-AI Teams. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
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 (2023)
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 (2023)
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)
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) (2022)
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) (2022)
Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James 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)
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)
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) (2022)
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)
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)
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan
AutoDS: Towards Human-Centered Automation of Data Science. CoRR (2021)
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)
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 (2021)
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan
AutoDS: Towards Human-Centered Automation of Data Science. CHI (2021)
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) (2021)
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)
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)
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)
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 (2021)
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)
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)
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)
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) (2020)
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)
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)
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 (2019)
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) (2019)
Styliani Kleanthous, Tsvi Kuflik, Jahna Otterbacher, Alan Hartman, Casey Dugan, Veronika Bogina
Intelligent user interfaces for algorithmic transparency in emerging technologies. IUI Companion (2019)
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)
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) (2019)
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 (2019)
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 (2019)
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)
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)
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)
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)
Tak Yeon Lee, Casey Dugan, Benjamin B. Bederson
Towards Understanding Human Mistakes of Programming by Example: An Online User Study. IUI (2017)
Casey Dugan, Peter Brusilovsky, Elizabeth M. Daly, John O'Donovan
AWARE: Workshop on Awareness Interfaces and Interactions. IUI Companion (2017)
Di Lu, Casey Dugan
Stitched Groupies: A Playful Self-Photo Co-creation Activity. CSCW Companion (2016)
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)
Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami
Let's Talk About the Quantified Workplace. CSCW Companion (2016)
Casey Dugan, Sven Laumer
Social Image Research in the Age of Selfies. INTERACT (4) (2015)
Megan Monroe, Casey Dugan
Disperse: Enabling Web-Based Visualization in Multi-screen and Multi-user Environments. INTERACT (3) (2015)
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)
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)
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)
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)
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)
Werner Geyer, Casey Dugan, Beth Brownholtz, Mikhil Masli, Elizabeth M. Daly, David R. Millen
An open, social microcalender for the enterprise: timely? CHI (2011)
Hyung-il Ahn, Werner Geyer, Casey Dugan, David R. Millen
"How Incredibly Awesome!" - Click Here to Read More. ICWSM (2010)
Werner Geyer, Casey Dugan
Inspired by the audience: a topic suggestion system for blog writers and readers. CSCW (2010)
Casey Dugan, Werner Geyer, David R. Millen
Lessons learned from blog muse: audience-based inspiration for bloggers. CHI (2010)
Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan
2nd workshop on recommender systems and the social web. RecSys (2010)
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)
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)
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)
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)
Werner Geyer, Casey Dugan, David R. Millen, Michael J. Muller, Jill Freyne
Recommending topics for self-descriptions in online user profiles. RecSys (2008)
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)
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)
Pavan Kumar Vatturi, Werner Geyer, Casey Dugan, Michael J. Muller, Beth Brownholtz
Tag-based filtering for personalized bookmark recommendations. CIKM (2008)
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)
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)
Joan Morris DiMicco, David R. Millen, Werner Geyer, Casey Dugan, Beth Brownholtz, Michael J. Muller
Motivations for social networking at work. CSCW (2008)
Casey Dugan, Michael J. Muller, David R. Millen, Werner Geyer, Beth Brownholtz, Marty Moore
The dogear game: a social bookmark recommender system. GROUP (2007)
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)
Werner Geyer, Beth Brownholtz, Michael J. Muller, Casey Dugan, Eric Wilcox, David R. Millen
Malibu personal productivity assistant. CHI Extended Abstracts (2007)
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)