Belief revision in the propositional closure of a qualitative algebra (extended version)
Identifieur interne : 001225 ( Hal/Corpus ); précédent : 001224; suivant : 001226Belief revision in the propositional closure of a qualitative algebra (extended version)
Auteurs : Valmi Dufour-Lussier ; Alice Hermann ; Florence Le Ber ; Jean LieberSource :
English descriptors
Abstract
Belief revision is an operation that aims at modifying old beliefs 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 representable in a QA. This motivates the study of belief revision in formalisms extending QAs, namely, their propositional closures: 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 algorithm for a family of revision operators is designed, and an open-source implementation is made freely available on the web. (This is the extended version of an article originally presented at the 14th International Conference on Principles of Knowledge Representation and Reasoning.)
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CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>belief contraction</term><term>belief revision</term><term>propositional closure</term><term>qualitative algebras</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Belief revision is an operation that aims at modifying old beliefs 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 representable in a QA. This motivates the study of belief revision in formalisms extending QAs, namely, their propositional closures: 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 algorithm for a family of revision operators is designed, and an open-source implementation is made freely available on the web. (This is the extended version of an article originally presented at the 14th International Conference on Principles of Knowledge Representation and Reasoning.)</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Belief revision in the propositional closure of a qualitative algebra (extended version)</title><author role="aut"><persName><forename type="first">Valmi</forename><surname>Dufour-Lussier</surname></persName><email>valmi.dufour@loria.fr</email><ptr type="url" target="http://www.loria.fr/~dufourva"></ptr><idno type="halauthor">898771</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Alice</forename><surname>Hermann</surname></persName><email>alice.hermann@loria.fr</email><ptr type="url" target="http://www.loria.fr/~hermanal/"></ptr><idno type="halauthor">992279</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Florence</forename><surname>Le Ber</surname></persName><email>fleber@engees.u-strasbg.fr</email><idno type="idhal">florence-le-ber</idno><idno type="halauthor">51849</idno><affiliation ref="#struct-217648"></affiliation></author><author role="aut"><persName><forename type="first">Jean</forename><surname>Lieber</surname></persName><email>lieber@loria.fr</email><idno type="halauthor">898772</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author><editor role="depositor"><persName><forename>Valmi</forename><surname>Dufour-Lussier</surname></persName><email>vdl@umcs.ca</email></editor><funder ref="#projanr-27172"></funder></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2014-05-04 20:19:46</date><date type="whenModified">2015-09-22 01:12:23</date><date type="whenReleased">2014-05-05 09:04:02</date><date type="whenProduced">2014-07-20</date><date type="whenEndEmbargoed">2014-05-04</date><ref type="file" target="https://hal.inria.fr/hal-00954512/document"><date notBefore="2014-05-04"></date></ref><ref type="file" subtype="author" n="1" target="https://hal.inria.fr/hal-00954512/file/rt.pdf"><date notBefore="2014-05-04"></date></ref></edition><respStmt><resp>contributor</resp><name key="151698"><persName><forename>Valmi</forename><surname>Dufour-Lussier</surname></persName><email>vdl@umcs.ca</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-00954512</idno><idno type="halUri">https://hal.inria.fr/hal-00954512</idno><idno type="halBibtex">dufourlussier:hal-00954512</idno><idno type="halRefHtml">[Technical Report] INRIA Nancy. 2014</idno><idno type="halRef">[Technical Report] INRIA Nancy. 2014</idno></publicationStmt><seriesStmt><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="UNIV-STRASBG">Université de Strasbourg</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="LORIA-TALC" p="LORIA">Traitement automatique des langues et des connaissances</idno><idno type="stamp" n="INSA-STRASBOURG">Institut National des Sciences Appliquées de Strasbourg</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno><idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno></seriesStmt><notesStmt><note type="commentary">This is the extended version of an article originally presented at the 14th International Conference on Principles of Knowledge Representation and Reasoning</note><note type="report" n="4">Technical Report</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Belief revision in the propositional closure of a qualitative algebra (extended version)</title><author role="aut"><persName><forename type="first">Valmi</forename><surname>Dufour-Lussier</surname></persName><email>valmi.dufour@loria.fr</email><ptr type="url" target="http://www.loria.fr/~dufourva"></ptr><idno type="halAuthorId">898771</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Alice</forename><surname>Hermann</surname></persName><email>alice.hermann@loria.fr</email><ptr type="url" target="http://www.loria.fr/~hermanal/"></ptr><idno type="halAuthorId">992279</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Florence</forename><surname>Le Ber</surname></persName><email>fleber@engees.u-strasbg.fr</email><idno type="idHal">florence-le-ber</idno><idno type="halAuthorId">51849</idno><affiliation ref="#struct-217648"></affiliation></author><author role="aut"><persName><forename type="first">Jean</forename><surname>Lieber</surname></persName><email>lieber@loria.fr</email><idno type="halAuthorId">898772</idno><orgName ref="#struct-413289"></orgName><affiliation ref="#struct-205125"></affiliation></author></analytic><monogr><imprint><date type="datePub">2014-07-20</date></imprint><authority type="institution">INRIA Nancy</authority></monogr><idno type="arxiv">1405.0795</idno></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">propositional closure</term><term xml:lang="en">qualitative algebras</term><term xml:lang="en">belief revision</term><term xml:lang="en">belief contraction</term></keywords><classCode scheme="halDomain" n="info.info-ai">Computer Science [cs]/Artificial Intelligence [cs.AI]</classCode><classCode scheme="halTypology" n="REPORT">Reports</classCode></textClass><abstract xml:lang="en">Belief revision is an operation that aims at modifying old beliefs 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 representable in a QA. This motivates the study of belief revision in formalisms extending QAs, namely, their propositional closures: 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 algorithm for a family of revision operators is designed, and an open-source implementation is made freely available on the web. (This is the extended version of an article originally presented at the 14th International Conference on Principles of Knowledge Representation and Reasoning.)</abstract><abstract xml:lang="fr">La révision des croyances est une opération visant à modifier d'anciennes croyances afin qu'elles deviennent cohérentes avec de nouvelles croyances. La problématique de la révision des croyances a été étudiée dans divers formalismes, en particulier dans les algèbres qualitatives (AQ), dans lesquelles le résultat est une disjonction de bases de croyances, qui ne sont pas nécessairement représentables dans une AQ. Cela motive l'étude de la révision des croyances dans les clôtures propositionnelles des AQ, dans lesquels le résultat de la révision est représentable. Cette propriété rend possible la définition d'un opérateur de contraction, en s'appuyant sur l'identité de Harper. La révision des croyances dans les clôtures propositionnelles d'AQ est étudiée, un algorithme pour une famille d'opérateurs de révision dans ces formalismes est présenté et une implantation gratuite, avec code source ouvert et disponible sur la toile est décrite.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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