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Belief revision in the propositional closure of a qualitative algebra

Identifieur interne : 000A27 ( Main/Exploration ); précédent : 000A26; suivant : 000A28

Belief revision in the propositional closure of a qualitative algebra

Auteurs : Valmi Dufour-Lussier [France] ; Alice Hermann [France] ; Florence Le Ber [France] ; Jean Lieber [France]

Source :

RBID : Hal:hal-01094264

English descriptors

Abstract

Belief revision is an operation that aims at modifying old be-liefs so that they become consistent with new ones. The issue of belief revision has been studied in various formalisms, in particular, in qualitative algebras (QAs) in which the result is a disjunction of belief bases that is not necessarily repre-sentable in a QA. This motivates the study of belief revision in formalisms extending QAs, namely, their propositional clo-sures: in such a closure, the result of belief revision belongs to the formalism. Moreover, this makes it possible to define a contraction operator thanks to the Harper identity. Belief revision in the propositional closure of QAs is studied, an al-gorithm for a family of revision operators is designed, and an open-source implementation is made freely available on the web.

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<term>belief contraction</term>
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<div type="abstract" xml:lang="en">Belief revision is an operation that aims at modifying old be-liefs so that they become consistent with new ones. The issue of belief revision has been studied in various formalisms, in particular, in qualitative algebras (QAs) in which the result is a disjunction of belief bases that is not necessarily repre-sentable in a QA. This motivates the study of belief revision in formalisms extending QAs, namely, their propositional clo-sures: in such a closure, the result of belief revision belongs to the formalism. Moreover, this makes it possible to define a contraction operator thanks to the Harper identity. Belief revision in the propositional closure of QAs is studied, an al-gorithm for a family of revision operators is designed, and an open-source implementation is made freely available on the web.</div>
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