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A Recommender System from Semantic Traces based on Bayes Classifier

hal.structure.identifierHeuristique et Diagnostic des Systèmes Complexes [Compiègne] [Heudiasyc]
dc.contributor.authorWang, Ning
hal.structure.identifierHeuristique et Diagnostic des Systèmes Complexes [Compiègne] [Heudiasyc]
dc.contributor.authorAbel, Marie-Hélène
HAL ID: 8329
ORCID: 0000-0003-1812-6763
hal.structure.identifierHeuristique et Diagnostic des Systèmes Complexes [Compiègne] [Heudiasyc]
dc.contributor.authorBarthès, Jean-Paul
HAL ID: 6556
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorNegre, Elsa
dc.date.accessioned2016-07-20T16:30:54Z
dc.date.available2016-07-20T16:30:54Z
dc.date.issued2015
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/15678
dc.language.isoenen
dc.subjectRecommender systemen
dc.subjectBayes classifieren
dc.subjectcompetency, semantic modellingen
dc.subjecttrace of interactionen
dc.subject.ddc004en
dc.titleA Recommender System from Semantic Traces based on Bayes Classifieren
dc.typeCommunication / Conférence
dc.description.abstractenCollaboration allows integrating knowledge from every participant to achieve individual or collective goals. Thanks to informational environments, we can better organize, realize and record collaboration. Every activity produces a set of traces. With the help of a model of competency, traces contribute to evaluate the competency of users on a certain subject. In this article, we propose a semantic model of traces and analyze classified traces by means of a Bayes classifier. We exploit the results to offer users recommendations and decision aid.en
dc.identifier.citationpages49-60en
dc.relation.ispartoftitleInformation and knowledge systems:perspectives and challenges, proceedings of the 2nd International Conference on Knowledge Management, Information and Knowledge Systems (KMIKS 2015)en
dc.relation.ispartofeditorSaad, Inès
dc.relation.ispartofeditorRosenthal-Sabroux, Camille
dc.relation.ispartofeditorGargouri, Faiez
dc.relation.ispartofpublnameSfax University Pressen
dc.relation.ispartofpublcitySfaxen
dc.relation.ispartofdate2015
dc.identifier.urlsitehttps://hal.archives-ouvertes.fr/hal-01266499en
dc.subject.ddclabelInformatique généraleen
dc.relation.ispartofisbn9789938129267en
dc.relation.conftitle2nd International Conference on Knowledge Management, Information and Knowledge Systems (KMIKS 2015)en
dc.relation.confdate2015-04
dc.relation.confcityHammameten
dc.relation.confcountryTunisiaen
dc.relation.forthcomingnonen
dc.description.ssrncandidatenonen
dc.description.halcandidatenonen
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2016-07-13T13:02:04Z
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