Loyola Marymount University

Designing Effective AI Explanations for Misinformation Detection: A Comparative Study of Content, Social, and Combined Explanations

In this paper, we study the problem of AI explanation of misinformation, where the goal is to identify explanation designs that help improve users’ misinformation detection abilities and their overall user experiences. Our work is motivated by the limitation of current Explainable AI (XAI) approaches, which predominan…