Reasoning and Natural Explanation

By J. Goguen, James L. Weiner, C. Linde. 1983

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Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI (2019, neutral): “…al., 2006; Craven and Shavlik, 1996; Doshi-Velez and Kim, 2017; Doyle, Tsymbal, and Cunningham, 2003; Ellis, 1989; Fox, Long, and Magazzeni, 2017; Goguen, Weiner, and Linde, 1983; Hoffman and Klein, 2017; Hoffman, Mueller, and Klein, 2017; Kass and Finin, 1988; Lacave and Díez, 2002; Miller,…”
Explaining reasoning: an overview of explanation in knowledge-based systems (1991, methodology): “Extending this approach to the analysis of discourse, a model of the structure of human explanation is presented by Goguen et al. (1983) as a precise and computationally effective foundation for artificial explanation systems Natural explanations are represented in a tree structure whose nodes…”
Explanation and Argumentation Capabilities:Towards the Creation of More Persuasive Agents (2002, methodology): “Argument structures are used in several domains in order to record, organize and display the content of debates in which human participants exchange opinions on various topics.”