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Abstract: This paper proposes a method of nonmonotonic theory change. We first introduce a new form of abduction that can account for observations in nonmonotonic situation. Then we provide a framework of autoepistemic update, which describes nonmonotonic theory change through the extended abductive framework. The proposed update semantics is fairly general and provides a unified framework for various update semantics such as first-order update, view update of databases, and contradiction removal of... (Update)
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.... learning, either in an implicit or explicit form, has recently been examined by several works [Abe98, AD94, AD95, Coh92, DRB92a, Moo98, IS95, KK98, Sak98] The abductive assumptions generated during learning are then used in different ways depending on the kind of learning task...
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0.2: Iterated Belief Change in the Situation Calculus - Shapiro, Pagnucco, al. (2000)
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0.2: Correct View Update Translations via Containment - Tomasic (1993)
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BibTeX entry: (Update)
K. Inoue and C. Sakama. Abductive framework for nonmonotonic theory change. In: Proc. IJCAI-95, pages 204--210, Morgan Kaufmann. http://citeseer.ist.psu.edu/inoue95abductive.html More
@inproceedings{ inoue95abductive,
author = "Katsumi Inoue and Chiaki Sakama",
title = "Abductive Framework for Nonmonotonic Theory Change",
booktitle = "{IJCAI-95}",
pages = "204-210",
year = "1995",
url = "citeseer.ist.psu.edu/inoue95abductive.html" }
Citations (may not include all citations):
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Semantical considerations on nonmonotonic logic (context) - Moore - 1985 ACM DBLP
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Extended logic programs as autoepistemic theories
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