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How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey

How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey

Despite its technological breakthroughs, eXplainable Artificial Intelligence (XAI) research has limited success in producing the {\em effective explanations} needed by users. In order to improve XAI systems' usability, practical interpretability, and efficacy for real users, the emerging area of {\em Explainable Interfaces} (EIs) focuses on the user interface and user …