Dugan, Casey

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

Wang, D., Weisz, J. D., Muller, M., Ram, P., Geyer, W., Dugan, C., Tausczik, Y., Samulowitz, H., & Gray, A. (2019) · Proceedings of the ACM on Human-Computer Interaction

Ethics and Social Impacts of AIAI and HR Technologies

Cited by 342

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

Dodge, J., Liao, Q. V., Zhang, Y., Bellamy, R. K. E., & Dugan, C. (2019) · Proceedings of the 24th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 286

Mental Models of AI Agents in a Cooperative Game Setting

Gero, K. I., Ashktorab, Z., Dugan, C., Pan, Q., Johnson, J., Geyer, W., Ruiz, M., Miller, S., Millen, D. R., Campbell, M., et al. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Social Robot Interaction and HRIHuman-Automation Interaction and Safety

Cited by 121

Designing Ground Truth and the Social Life of Labels

Muller, M., Wolf, C. T., Andres, J., Desmond, M., Joshi, N. N., Ashktorab, Z., Sharma, A., Brimijoin, K., Pan, Q., Duesterwald, E., et al. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Machine Learning and Data ClassificationMobile Crowdsensing and Crowdsourcing

Cited by 83

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

Ashktorab, Z., Dugan, C., Johnson, J., Pan, Q., Zhang, W., Kumaravel, S., & Campbell, M. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Social Robot Interaction and HRIAI in Service Interactions

Cited by 50

AI-Assisted Human Labeling: Batching for Efficiency without Overreliance

Ashktorab, Z., Desmond, M., Andres, J., Muller, M., Joshi, N. N., Brachman, M., Sharma, A., Brimijoin, K., Pan, Q., Wolf, C. T., et al. (2021) · Proceedings of the ACM on Human-Computer Interaction

Mobile Crowdsensing and CrowdsourcingHuman-Automation Interaction and Safety

Cited by 45

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

Brachman, M., El-Ashry, A., Dugan, C., & Geyer, W. (2024) · Extended Abstracts of the CHI Conference on Human Factors in Computing Systems

Artificial Intelligence ApplicationsAI and HR Technologies

Cited by 37

Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions

Do, H. J., Ostrand, R., Weisz, J. D., Dugan, C., Sattigeri, P., Wei, D., Murugesan, K., & Geyer, W. (2024) · arXiv

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 12

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

Brachman, M., Pan, Q., Do, H. J., Dugan, C., Chaudhary, A., Johnson, J. M., Rai, P., Chakraborti, T., Gschwind, T., Laredo, J. A., et al. (2023) · Proceedings of the 28th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 11

Emerging Reliance Behaviors in Human-AI Content Grounded Data Generation: The Role of Cognitive Forcing Functions and Hallucinations

Ashktorab, Z., Desmond, M., Pan, Q., Johnson, J., Brachman, M., Dugan, C., Danilevsky, M., & Geyer, W. (2025) · Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work

Ethics and Social Impacts of AITopic Modeling

Cited by 10