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Modelling ontology-based multilayered communities of interest for hybrid recommendations

dc.contributor.authorCantador Gutiérrez, Iván 
dc.contributor.authorCastells Azpilicueta, Pablo 
dc.contributor.authorBellogin Kouki, Alejandro 
dc.contributor.otherUAM. Departamento de Ingeniería Informáticaes_ES
dc.date.accessioned2015-05-13T13:12:22Z
dc.date.available2015-05-13T13:12:22Z
dc.date.issued2007
dc.identifier.citationSociUM 2007: Workshop on Adaptation and Personalization in Social Systems: Groups, Teams, Communities at the UM 2007: 11th International Conference on User Modeling. Corfu, July 25-29, 2007en_US
dc.identifier.urihttp://hdl.handle.net/10486/666186
dc.descriptionThis is an electronic version of the paper presented at the Workshop on Adaptation and Personalization in Social Systems: Groups, Teams, Communities (SociUM 2007) at the 11th International Conference on User Modeling (UM 2007), held in Corfu on 2007en_US
dc.description.abstractThis paper describes a strategy that automatically identifies Communities of Interest (CoI) from the tastes and preferences expressed by users in personal ontology-based profiles, and presents early experiments that evaluate how these CoI can be applied to recommend annotated items combining several content-based collaborative recommendation techniques. Specifically, we have experimented with a set of synthetic profiles generated from data of the well-known IMDb and MovieLens repositories. The obtained results show the feasibility of our CoI identification and recommendation approaches.en_US
dc.description.sponsorshipThis research was supported by the European Commission (FP6-027685 - MESH) and the Spanish Ministry of Science and Education (TIN2005-06885 - S5T). The expressed content is the view of the authors but not necessarily the view of the MESH or S5T projects as a wholeen_US
dc.format.extent5 pág.es_ES
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.subject.otherCommunity of interesten_US
dc.subject.otherOntologyen_US
dc.subject.otherUser profilesen_US
dc.subject.otherContent-based collaborative filteringen_US
dc.titleModelling ontology-based multilayered communities of interest for hybrid recommendationsen_US
dc.typeconferenceObjecten
dc.subject.ecienciaInformáticaes_ES
dc.relation.eventdateJuly 25-29, 2007en_US
dc.relation.eventplaceCorfu Island (Greece)en_US
dc.relation.eventtitleWorkshop on Adaptation and Personalization in Social Systems: Groups, Teams, Communities, SociUM 2007en_US
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/FP6/027685en
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dc.contributor.groupRecuperación de información (ING EPS-008)es_ES
dc.rights.ccReconocimiento – NoComercial – SinObraDerivadaes_ES
dc.rights.accessRightsopenAccessen
dc.authorUAMCantador Gutiérrez, Iván (261086)
dc.authorUAMCastells Azpilicueta, Pablo (259643)
dc.facultadUAMEscuela Politécnica Superior


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