%0 Generic %A He, Gaole %A Balayn, Agathe %A Buijsman, Stefan %A Yang, Jie %A Gadiraju, Ujwal %D 2025 %T User Interaction Dataset for JAIR 2024 paper "Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?" %U %R 10.4121/19a75bf7-2825-4c22-96a2-e55eecac0fec.v1 %K Explainable AI %K Common sense reasoning %K Human Computer Interaction %X
This repo contains all code and data for the paper "Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?" We collected user decision making with AI assistants in a skin cancer detection scenario. Specifically, we provide concept-level explanations generated with post-hoc XAI methods and analogy-based explanations to elucidate the importance of concepts. User interfaces built upon flask is also provided.
%I 4TU.ResearchData