Research Record

Publications

Peer-reviewed journal and conference publications, plus preprints. Full CV available on the Resume page.

Journal Articles

2026

Human-in-the-Loop User Feedback Affects Perceived Accuracy and Trust, but Task Subjectivity Matters

Donald R. Honeycutt, Mahsan Nourani, Eric D. Ragan

ACM Transactions on Interactive Intelligent Systems (TiiS) · accepted with minor revisions

2023

Preliminary Perspectives on Information Passing in the Intelligence Community

Jeremy E. Block, Isaac Bookner, Sharon Lynn Chu, R. Jordan Crouser, Donald R. Honeycutt, Rebecca M. Jonas, Anurag Kulkarni, Yancy Vance Paredes, Eric D. Ragan

Analytics, 2(2), 509–529

2022

On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications

Mahsan Nourani, Chiradeep Roy, Jeremy E. Block, Donald R. Honeycutt, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

ACM Transactions on Interactive Intelligent Systems (TiiS), 12(4), 1–29

2022

DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification

Mahsan Nourani, Chiradeep Roy, Donald R. Honeycutt, Eric D. Ragan, Vibhav Gogate

IEEE Computer Graphics and Applications, 42(6), 37–46

2021

Explainable Activity Recognition in Videos: Lessons Learned

Chiradeep Roy, Mahsan Nourani, Donald R. Honeycutt, Jeremy E. Block, Tahrima Rahman, Eric D. Ragan, Nicholas Ruozzi, Vibhav Gogate

Applied AI Letters, 2(4), e59

2020

TEX Math Here: A Simple, Unified, and Efficient Model for Web-based Math Composition

Dan Schweitzer, Donald Honeycutt, Adam Lofgren, Daniel Serban

Electronic Journal of Mathematics & Technology, 14(1)

Peer-Reviewed Conference Publications

2021

Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems

Mahsan Nourani, Chiradeep Roy, Jeremy E. Block, Donald R. Honeycutt, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI), 340–350

Honorable Mention — Best Paper Award
2020

Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy

Donald Honeycutt, Mahsan Nourani, Eric D. Ragan

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 8(1), 63–72

2020

Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis

Mahsan Nourani, Donald R. Honeycutt, Jeremy E. Block, Chiradeep Roy, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA)

Preprints & Under Review

2024

From Data Dump to Digestible Chunks: Automated Segmentation and Summarization of Provenance Logs for Communication

Jeremy E. Block, Donald Honeycutt, Brett Benda, Brandon Rheault, Eric D. Ragan

arXiv preprint