Casey Dugan

According to our database, Casey Dugan authored at least 72 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Evaluating What Others Say: The Effect of Accuracy Assessment in Shaping Mental Models of AI Systems.

Hyo Jin Do, Michelle Brachman, Casey Dugan, Qian Pan, Priyanshu Rai, James M. Johnson, Roshni Thawani

Proc. ACM Hum. Comput. Interact., 2024

Grounding with Structure: Exploring Design Variations of Grounded Human-AI Collaboration in a Natural Language Interface.

Hyo Jin Do, Michelle Brachman, Casey Dugan, James M. Johnson, Julia Lauer, Priyanshu Rai, Qian Pan

Proc. ACM Hum. Comput. Interact., 2024

Emerging Reliance Behaviors in Human-AI Text Generation: Hallucinations, Data Quality Assessment, and Cognitive Forcing Functions.

Zahra Ashktorab, Qian Pan, Werner Geyer, Michael Desmond, Marina Danilevsky, James M. Johnson, Casey Dugan, Michelle Brachman

CoRR, 2024

Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions.

Hyo Jin Do, Rachel Ostrand, Justin D. Weisz, Casey Dugan, Prasanna Sattigeri, Dennis Wei, Keerthiram Murugesan, Werner Geyer

CoRR, 2024

EvaluLLM: LLM assisted evaluation of generative outputs.

Michael Desmond, Zahra Ashktorab, Qian Pan, Casey Dugan, James M. Johnson

Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

How Knowledge Workers Use and Want to Use LLMs in an Enterprise Context.

Michelle Brachman, Amina H. El-Ashry, Casey Dugan, Werner Geyer

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Decision Making Strategies and Team Efficacy in Human-AI Teams.

Imani N. S. Munyaka, Zahra Ashktorab, Casey Dugan, James M. Johnson, Qian Pan

Proc. ACM Hum. Comput. Interact., April, 2023

Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback.

Shang-Ling Hsu, Raj Sanjay Shah, Prathik Senthil, Zahra Ashktorab, Casey Dugan, Werner Geyer, Diyi Yang

CoRR, 2023

Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems.

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

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness.

Zahra Ashktorab, Benjamin Hoover, Mayank Agarwal, Casey Dugan, Werner Geyer, Hao Bang Yang, Mikhail Yurochkin

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

SME-in-the-loop: Interaction Preferences when Supervising Bots in Human-AI Communities.

Zahra Ashktorab, Michael Desmond, James M. Johnson, Qian Pan, Casey Dugan, Michelle Brachman, Carolina Spina

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022

Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks.

April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan

ACM Trans. Comput. Hum. Interact., 2022

Reliance and Automation for Human-AI Collaborative Data Labeling Conflict Resolution.

Michelle Brachman, Zahra Ashktorab, Michael Desmond, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Aabhas Sharma

Proc. ACM Hum. Comput. Interact., 2022

AI Assisted Data Labeling with Interactive Auto Label.

Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows.

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

AI-Assisted Human Labeling: Batching for Efficiency without Overreliance.

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

Proc. ACM Hum. Comput. Interact., 2021

Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface.

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

CoRR, 2021

Themisto: Towards Automated Documentation Generation in Computational Notebooks.

April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan

CoRR, 2021

TExSS: Transparency and Explanations in Smart Systems.

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

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Increasing the Speed and Accuracy of Data Labeling Through an AI Assisted Interface.

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

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game.

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

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract).

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

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

AutoDS: Towards Human-Centered Automation of Data Science.

Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Designing Ground Truth and the Social Life of Labels.

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

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction.

Zahra Ashktorab, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes.

Zahra Ashktorab, Q. Vera Liao, Casey Dugan, James Johnson, Qian Pan, Wei Zhang, Sadhana Kumaravel, Murray Campbell

Proc. ACM Hum. Comput. Interact., 2020

IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models.

Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan

Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020

Cultivating Human Expertise Through AI-Assisted Data Science.

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

Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020

ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract).

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), 2020

ExSS-ATEC: Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies 2020.

Alison Smith-Renner, Styliani Kleanthous, Brian Y. Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner-Tal

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Mental Models of AI Agents in a Cooperative Game Setting.

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

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI.

Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray

Proc. ACM Hum. Comput. Interact., 2019

How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?

Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic

Proc. ACM Hum. Comput. Interact., 2019

How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?

Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic

CoRR, 2019

Intelligent user interfaces for algorithmic transparency in emerging technologies.

Styliani Kleanthous, Tsvi Kuflik, Jahna Otterbacher, Alan Hartman, Casey Dugan, Veronika Bogina

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Explaining models: an empirical study of how explanations impact fairness judgment.

Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.

Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2017

Towards Understanding Human Mistakes of Programming by Example: An Online User Study.

Tak Yeon Lee, Casey Dugan, Benjamin B. Bederson

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

AWARE: Workshop on Awareness Interfaces and Interactions.

Casey Dugan, Peter Brusilovsky, Elizabeth M. Daly, John O'Donovan

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

RemindMe: Plugging a Reminder Manager into Email for Enhancing Workplace Responsiveness.

Casey Dugan, Aabhas Sharma, Michael J. Muller, Di Lu, Michael Brenndoerfer, Werner Geyer

Proceedings of the Human-Computer Interaction - INTERACT 2017, 2017

A Stick with a Handle at Each End: Socially Implicated Work Objects for Design of Collaborative Systems.

Michael J. Muller, Casey Dugan, Aabhas Sharma, Werner Geyer, Thomas Erickson

Proceedings of the 15th European Conference on Computer Supported Cooperative Work, 2017

What Did I Ask You to Do, by When, and for Whom?: Passion and Compassion in Request Management.

Michael J. Muller, Casey Dugan, Michael Brenndoerfer, Megan Monroe, Werner Geyer

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016

Let's Talk About the Quantified Workplace.

Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

Stitched Groupies: A Playful Self-Photo Co-creation Activity.

Di Lu, Casey Dugan

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

Let's Stitch Me and You Together!: Designing a Photo Co-creation Activity to Stimulate Playfulness in the Workplace.

Di Lu, Casey Dugan, Rosta Farzan, Werner Geyer

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Disperse: Enabling Web-Based Visualization in Multi-screen and Multi-user Environments.

Megan Monroe, Casey Dugan

Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

The #selfiestation: Design and Use of a Kiosk for Taking Selfies in the Enterprise.

Casey Dugan, Sven Laumer, Thomas Erickson, Wendy A. Kellogg, Werner Geyer

Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

Social Image Research in the Age of Selfies.

Casey Dugan, Sven Laumer

Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

2014

Understanding employee social media chatter with enterprise social pulse.

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

Proceedings of the Computer Supported Cooperative Work, 2014

2013

Experiments on Motivational Feedback for Crowdsourced Workers.

Tak Yeon Lee, Casey Dugan, Werner Geyer, Tristan Ratchford, Jamie C. Rasmussen, N. Sadat Shami, Stela Lupushor

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

2012

"I'd never get out of this !?$%# office": redesigning time management for the enterprise.

Casey Dugan, Werner Geyer, Michael J. Muller, Abel N. Valente, Katherine James, Steve Levy, Li-Te Cheng, Elizabeth M. Daly, Beth Brownholtz

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

The design and usage of tentative events for time-based social coordination in the enterprise.

Mikhil Masli, Werner Geyer, Casey Dugan, Beth Brownholtz

Proceedings of the 20th International Conference on World Wide Web, 2011

An open, social microcalender for the enterprise: timely?

Werner Geyer, Casey Dugan, Beth Brownholtz, Mikhil Masli, Elizabeth M. Daly, David R. Millen

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010

2nd workshop on recommender systems and the social web.

Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

"How Incredibly Awesome!" - Click Here to Read More.

Hyung-il Ahn, Werner Geyer, Casey Dugan, David R. Millen

Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Inspired by the audience: a topic suggestion system for blog writers and readers.

Werner Geyer, Casey Dugan

Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, 2010

Lessons learned from blog muse: audience-based inspiration for bloggers.

Casey Dugan, Werner Geyer, David R. Millen

Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009

Workshop on recommender systems and the social web.

Dietmar Jannach, Werner Geyer, Casey Dugan, Jill Freyne, Sarabjot S. Anand, Bamshad Mobasher, Alfred Kobsa

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

People Sensemaking and Relationship Building on an Enterprise Social Network Site.

Joan Morris DiMicco, Werner Geyer, David R. Millen, Casey Dugan, Beth Brownholtz

Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

Return On Contribution (ROC): A Metric for Enterprise Social Software.

Michael J. Muller, Jill Freyne, Casey Dugan, David R. Millen, Jennifer Thom-Santelli

Proceedings of the Eleventh European Conference on Computer Supported Cooperative Work, 2009

Make new friends, but keep the old: recommending people on social networking sites.

Jilin Chen, Werner Geyer, Casey Dugan, Michael J. Muller, Ido Guy

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008

Recommending topics for self-descriptions in online user profiles.

Werner Geyer, Casey Dugan, David R. Millen, Michael J. Muller, Jill Freyne

Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Automatically finding and recommending resources to support knowledge workers' activities.

Jianqiang Shen, Werner Geyer, Michael J. Muller, Casey Dugan, Beth Brownholtz, David R. Millen

Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

It's all 'about you': diversity in online profiles.

Casey Dugan, Werner Geyer, Michael J. Muller, Joan Morris DiMicco, Beth Brownholtz, David R. Millen

Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Motivations for social networking at work.

Joan Morris DiMicco, David R. Millen, Werner Geyer, Casey Dugan, Beth Brownholtz, Michael J. Muller

Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Tag-based filtering for personalized bookmark recommendations.

Pavan Kumar Vatturi, Werner Geyer, Casey Dugan, Michael J. Muller, Beth Brownholtz

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Use and reuse of shared lists as a social content type.

Werner Geyer, Casey Dugan, Joan Morris DiMicco, David R. Millen, Beth Brownholtz, Michael J. Muller

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Results from deploying a participation incentive mechanism within the enterprise.

Rosta Farzan, Joan Morris DiMicco, David R. Millen, Casey Dugan, Werner Geyer, Elizabeth Brownholtz

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

The dogear game: a social bookmark recommender system.

Casey Dugan, Michael J. Muller, David R. Millen, Werner Geyer, Beth Brownholtz, Marty Moore

Proceedings of the 2007 International ACM SIGGROUP Conference on Supporting Group Work, 2007

Tag-Based Metonymic Search in an Activity-Centric Aggregation Service.

Michael J. Muller, Werner Geyer, Beth Brownholtz, Casey Dugan, David R. Millen, Eric Wilcox

Proceedings of the Tenth European Conference on Computer Supported Cooperative Work, 2007

Predicting individual priorities of shared activities using support vector machines.

Lida Li, Michael J. Muller, Werner Geyer, Casey Dugan, Beth Brownholtz, David R. Millen

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Malibu personal productivity assistant.

Werner Geyer, Beth Brownholtz, Michael J. Muller, Casey Dugan, Eric Wilcox, David R. Millen

Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007