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Similarity, Conservatism, and Rationality (1988)  (Make Corrections)  
Jon Doyle



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Abstract: : We examine some formalizations of the notion of similarity as it appears in learning, and of the notion of conservatism as it appears in reasoning. We show that the underlying formalizations are closely related to each other and to a central notion of the formal theory of rationality. These connections indicate how the structures of similarity judgments and conservatism can arise naturally in agents which rationally govern their own representation and reasoning. This research was supported by ... (Update)

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BibTeX entry:   (Update)

@misc{ doyle-similarity,
  author = "Jon Doyle",
  title = "Similarity, Conservatism, and Rationality",
  url = "citeseer.ist.psu.edu/doyle88similarity.html" }
Citations (may not include all citations):
403   and Dangerous Things: What Categories Reveal about the Mind (context) - Lakoff - 1987
371   Explanationbased generalization: a unifying view (context) - Mitchell, Keller et al. - 1986
334   A truth maintenance system (context) - Doyle - 1979
149   Derivational analogy: a theory of reconstructive problem sol.. (context) - Carbonell - 1986
139   Learning from observation: conceptual clustering (context) - Michalski, Stepp - 1983
121   Learning structural descriptions from examples (context) - Winston - 1975
117   Features of similarity (context) - Tversky - 1977
64   Learning by analogy: formulating and generalizing plans from.. (context) - Carbonell - 1983
33   Some theories of reasoned assumptions: an essay in rational .. - Doyle - 1983
29   Artificial intelligence and rational self-government - Doyle
17   A declarative approach to bias in concept learning (context) - Russell, Grosof - 1987
7   Cambridge: Harvard University Press (context) - Lewis - 1973
2   submitted to Seventh Natl (context) - Doyle
2   SOAR: an architeture for general intelligence (context) - Laird, Newell et al. - 1987
1   The Logic of Decision (context) - Artificial, Jeffrey - 1983

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Strategic Directions in Artificial Intelligence - Doyle, Dean (1996)   (Correct)
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