Titlebook: Case-Based Reasoning Research and Development; 32nd International C Juan A. Recio-Garcia,Mauricio G. Orozco-del-Castil Conference proceedin

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,An Empirical Analysis of?User Preferences Regarding XAI Metrics,tation-based methods). Then, we examine the correlation between these objective XAI metrics and user preferences. The results show that certain metrics are strongly correlated with user satisfaction and that the perceived quality of an explanation may vary depending on the background knowledge of end-users.

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Case-Based Reasoning Research and Development978-3-031-63646-2Series ISSN 0302-9743 Series E-ISSN 1611-3349

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https://doi.org/10.1007/978-3-030-52440-1 often with the input of domain experts or utilizing machine learning methods. These measures are then subjected to evaluation processes that include metrics that assess the properties of the retrieval and reuse processes on the case base. In this paper, we present SimViz, an exploratory visualizati