Multilayered semantic social network modeling by ontology-based user profiles clustering: Application to collaborative filtering

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dc.contributor.author Cantador, Iván
dc.contributor.author Castells, Pablo
dc.contributor.other UAM. Departamento de Ingeniería Informática es_ES
dc.date.accessioned 2015-04-10T13:59:52Z
dc.date.available 2015-04-10T13:59:52Z
dc.date.issued 2006
dc.identifier.citation Managing Knowledge in a World of Networks: 15th International Conference, EKAW 2006, Poděbrady, Czech Republic, October 2-6, 2006. Proceedings. Lecture Notes in Computer Science, Volumen 4248. Springer, 2006. 334-349. en_US
dc.identifier.isbn 978-3-540-46363-4 (print) en_US
dc.identifier.isbn 978-3-540-46365-8 (online) en_US
dc.identifier.issn 0302-9743 (print) en_US
dc.identifier.issn 1611-3349 (online) en_US
dc.identifier.uri http://hdl.handle.net/10486/665005
dc.description Proceedings of 15th International Conference, EKAW 2006, Poděbrady, Czech Republic, October 2-6, 2006. en_US
dc.description The final publication is available at Springer via http://dx.doi.org/10.1007/11891451_30 en_US
dc.description.abstract We propose a multilayered semantic social network model that offers different views of common interests underlying a community of people. The applicability of the proposed model to a collaborative filtering system is empirically studied. Starting from a number of ontology-based user profiles and taking into account their common preferences, we automatically cluster the domain concept space. With the obtained semantic clusters, similarities among individuals are identified at multiple semantic preference layers, and emergent, layered social networks are defined, suitable to be used in collaborative environments and content recommenders. en_US
dc.description.sponsorship The research leading to this document has received funding from the European Community's Sixth Framework Programme (FP6-027685 – MESH), and the Spanish Ministry of Science and Education (TIN2005-06885). However, it reflects only the authors' views, and the European Community is not liable for any use that may be made of the information contained therein. en_US
dc.format.extent 17 pág. es_ES
dc.format.mimetype application/pdf en
dc.language.iso eng en
dc.publisher Springer Berlin Heidelberg
dc.relation.ispartof Lecture Notes in Computer Science en_US
dc.rights © Springer-Verlag Berlin Heidelberg 2006
dc.subject.other Artificial Intelligence en_US
dc.subject.other Information Systems Applications en_US
dc.subject.other Information Storage and Retrieval en_US
dc.title Multilayered semantic social network modeling by ontology-based user profiles clustering: Application to collaborative filtering en_US
dc.type conferenceObject en
dc.type bookPart en
dc.subject.eciencia Informática es_ES
dc.relation.publisherversion http://dx.doi.org/10.1007/11891451_30
dc.identifier.doi 10.1007/11891451_30
dc.identifier.publicationfirstpage 334
dc.identifier.publicationlastpage 349
dc.identifier.publicationvolume 4248
dc.relation.eventdate October 2-6, 2006 en_US
dc.relation.eventnumber 15
dc.relation.eventplace Poděbrady (Czech Republic) en_US
dc.relation.eventtitle 15th International Conference on Managing Knowledge in a World of Networks, EKAW 2006 en_US
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/027685 en
dc.type.version info:eu-repo/semantics/acceptedVersion en
dc.contributor.group Recuperación de información (ING EPS-008) es_ES
dc.rights.accessRights openAccess en
dc.authorUAM Cantador Gutiérrez, Iván (261086)
dc.authorUAM Castells Azpilicueta, Pablo (259643)


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