We establish, from the point of view of Explainable AI (XAI), connections between Consistency-Based Diagnosis (CBD), on one side, and Actual Causality and Causal Responsibility, on the other. CBD has received little attention from the XAI community. Connections between these two areas could have a fruitful impact on XAI and Explainable Data Management.
翻译:从可解释人工智能(XAI)的视角出发,我们建立了基于一致性诊断(CBD)与实际因果关系及因果责任之间的联系。可解释人工智能社群对基于一致性诊断的关注较少。这两个领域之间的关联可能对XAI及可解释数据管理产生富有成效的影响。