Eric D. Ragan

The Effects of Meaningful and Meaningless Explanations on Trust and Perceived System Accuracy in Intelligent Systems

2019 · Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Machine learning and artificial intelligence algorithms can assist human decision making and analysis tasks. While such technology shows promise, willingness to use and rely on intelligent systems may depend on whether people can trust and …

Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models

2023 · ACM Transactions on Interactive Intelligent Systems

We consider the following video activity recognition (VAR) task: given a video, infer the set of activities being performed in the video and assign each frame to an activity. Although VAR can be solved accurately …