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. 2023 Jul 24;381(2251):20220043.
doi: 10.1098/rsta.2022.0043. Epub 2023 Jun 5.

Argument and explanation

Affiliations

Argument and explanation

Ulrike Hahn et al. Philos Trans A Math Phys Eng Sci. .

Abstract

In this paper, we bring together two closely related, but distinct, notions: argument and explanation. We clarify their relationship. We then provide an integrative review of relevant research on these notions, drawn both from the cognitive science and the artificial intelligence (AI) literatures. We then use this material to identify key directions for future research, indicating areas where bringing together cognitive science and AI perspectives would be mutually beneficial. This article is part of a discussion meeting issue 'Cognitive artificial intelligence'.

Keywords: argument generation; argumentation; explainable artificial intelligence; explanation.

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  • Introduction to 'Cognitive artificial intelligence'.
    Bundy A, Chater N, Muggleton S. Bundy A, et al. Philos Trans A Math Phys Eng Sci. 2023 Jul 24;381(2251):20220051. doi: 10.1098/rsta.2022.0051. Epub 2023 Jun 5. Philos Trans A Math Phys Eng Sci. 2023. PMID: 37271172 Free PMC article. No abstract available.

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