Jordan Combitsis

XAlgo: a Design Probe of Explaining Algorithms' Internal States via Question-Answering

Algorithms often appear as 'black boxes' to non-expert users. While prior work focuses on explainable representations and expert-oriented exploration, we propose and study an interactive approach using question answering to explain deterministic algorithms to non-expert users who need to understand the algorithms' int…