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Nonmonotonic Reasoning, Preferential Models and Cumulative Logics (1990)
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| Citations: | 625 - 14 self |
BibTeX
@MISC{Kraus90nonmonotonicreasoning,,
author = {Sarit Kraus and Daniel Lehmann and Menachem Magidor},
title = {Nonmonotonic Reasoning, Preferential Models and Cumulative Logics},
year = {1990}
}
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Abstract
Many systems that exhibit nonmonotonic behavior have been described and studied already in the literature. The general notion of nonmonotonic reasoning, though, has almost always been described only negatively, by the property it does not enjoy, i.e. monotonicity. We study here general patterns of nonmonotonic reasoning and try to isolate properties that could help us map the field of nonmonotonic reasoning by reference to positive properties. We concentrate on a number of families of nonmonotonic consequence relations, defined in the style of Gentzen [13]. Both proof-theoretic and semantic points of view are developed in parallel. The former point of view was pioneered by D. Gabbay in [10], while the latter has been advocated by Y. Shoham in [38]. Five such families are defined and characterized by representation theorems, relating the two points of view. One of the families of interest, that of preferential relations, turns out to have been studied by E. Adams in [2]. The pr...
