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Abstract: Unlike the AGM framework of belief revision, where new information is added to the current belief state as it is (while attempting to preserve logical consistency), we model the following more natural proposal: agents seek a justification (explanation) for the new information before "accepting" it and incorporate this justification into their current belief state together with the new information. We model this proposal using the process of abductive inference. The resulting process is called... (Update)
Context of citations to this paper: More
.... language processing [28] design [34] visual pattern recognition [35] analogical reasoning [9] financial reasoning [15] machine learning [16, 30] and case based reasoning [19] Dept. of Software Development, Monash University, Melbourne, Australia; timm...
.... processing [29] design [35] visual pattern recognition [36] analogical reasoning [9] financial reasoning [14] machine learning [15, 31] and case based reasoning [20] Due to space limitations, this article will be an overview only (a longer version is in preparation) 2...
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0.2: A Simple Approach to Abductive Inference using Conceptual Graphs - Maurice Pagnucco (Correct)
0.2: Conjunctive Versus Disjunctive Abduction - A Pragmatic.. - Pagnucco (1995) (Correct)
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0.4: A Negotiation-Style Framework for Non-Prioritised Revision - Booth (2001) (Correct)
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BibTeX entry: (Update)
M. Pagnucco, A.C. Nayak, and N.Y. Foo. Abductive Expansion: Abductive Inference and the Process of Belief Change. In J. Debenham C. Zhang and D. Lukose, editors, AI '94, Australia, 1994. http://citeseer.ist.psu.edu/pagnucco94abductive.html More
@misc{ pagnucco94abductive,
author = "M. Pagnucco and A. Nayak and N. Foo",
title = "Abductive Expansion: Abductive Inference and the Process of Belief Change",
text = "M. Pagnucco, A.C. Nayak, and N.Y. Foo. Abductive Expansion: Abductive Inference
and the Process of Belief Change. In J. Debenham C. Zhang and D. Lukose,
editors, AI '94, Australia, 1994.",
year = "1994",
url = "citeseer.ist.psu.edu/pagnucco94abductive.html" }
Citations (may not include all citations):253 A logical framework for default reasoning (context) - Poole - 1988
188 Knowledge in flux: modeling the dynamics of epistemic states (context) - Gardenfors - 1988
149 the logic of theory change: Partial meet contraction and rev.. (context) - Alchourr'on, Gardenfors et al. - 1985
109 Database updates through abduction (context) - Kakas, Mancarella
78 Revisions of knowledge systems using epistemic entrenchment (context) - Gardenfors, Makinson - 1988
62 Two modellings for theory change (context) - Grove - 1988
26 Inference to the best explanation (context) - Harman - 1965
18 Peirce's Theory of Abduction (context) - Fann - 1970
7 Propositional abductive logic (context) - Jackson - 1989
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