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A minimal model semantics for nonmonotonic reasoning

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper provides a general semantic framework for nonmonotonic reasoning, based on a minimal models semantics on the top of KLM systems for nonmonotonic reasoning. This general framework can be instantiated in order to provide a semantic reconstruction within modal logic of the notion of rational closure, introduced by Lehmann and Magidor. We give two characterizations of rational closure: the first one in terms of minimal models where propositional interpretations associated to worlds are fixed along minimization, the second one where they are allowed to vary. In both cases a knowledge base must be expanded with a suitable set of consistency assumptions, represented by negated conditionals. The correspondence between rational closure and minimal model semantics suggests the possibility of defining variants of rational closure by changing either the underlying modal logic or the comparison relation on models.

Original languageEnglish
Title of host publicationLogics in Artificial Intelligence - 13th European Conference, JELIA 2012, Proceedings
Pages228-241
Number of pages14
DOIs
Publication statusPublished - 2012
Event13th European Conference on Logics in Artificial Intelligence, JELIA 2012 - Toulouse, France
Duration: 26 Sept 201228 Sept 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7519 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference13th European Conference on Logics in Artificial Intelligence, JELIA 2012
Country/TerritoryFrance
CityToulouse
Period26/09/1228/09/12

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