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20192021
most citedExplanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI

222 citations · 237 across the 3 of their papers we have counts for

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cs.AI2020★ 8 cited

Explaining AI as an Exploratory Process: The Peircean Abduction Model

Robert R. Hoffman, William J. Clancey, Shane T. Mueller

Current discussions of "Explainable AI" (XAI) do not much consider the role of abduction in explanatory reasoning (see Mueller, et al., 2018). It might be worthwhile to pursue this…