NDLI: Artificial explanations: the epistemological interpretation of explanation in AI

Content Provider	Springer Nature Link
Author	Páez, Andrés
Copyright Year	2008
Abstract	In this paper I critically examine the notion of explanation used in artificial intelligence in general, and in the theory of belief revision in particular. I focus on two of the best known accounts in the literature: Pagnucco’s abductive expansion functions and Gärdenfors’ counterfactual analysis. I argue that both accounts are at odds with the way in which this notion has historically been understood in philosophy. They are also at odds with the explanatory strategies used in actual scientific practice. At the end of the paper I outline a set of desiderata for an epistemologically motivated, scientifically informed belief revision model for explanation.
Starting Page	131
Ending Page	146
Page Count	16
File Format	PDF
ISSN	00397857
Journal	Synthese
Volume Number	170
Issue Number	1
e-ISSN	15730964
Language	English
Publisher	Springer Netherlands
Publisher Date	2008-07-01
Publisher Place	Dordrecht
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Explanation Epistemology Belief revision Artificial intelligence Metaphysics Philosophy of Language Logic Computer Science Philosophy of Science
Content Type	Text
Resource Type	Article
Subject	Philosophy Social Sciences

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Artificial explanations: the epistemological interpretation of explanation in AI