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Design of a P2P content recommendation system using affinity networks
dc.contributor.author | Vera del Campo, Juan Victoriano |
dc.contributor.author | Pegueroles Vallés, Josep R. |
dc.contributor.author | Hernández Serrano, Juan |
dc.contributor.author | Soriano Ibáñez, Miguel |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica |
dc.date.accessioned | 2012-09-25T18:42:57Z |
dc.date.created | 2012-08 |
dc.date.issued | 2012-08 |
dc.identifier.citation | Juan Vera del Campo [et al.]. Design of a P2P content recommendation system using affinity networks. "Computer communications", Agost 2012. |
dc.identifier.issn | 0140-3664 |
dc.identifier.uri | http://hdl.handle.net/2117/16576 |
dc.description.abstract | The success and intensive use of social networks makes strategies for efficient document location a hot topic of research. In this paper, we propose a common vector space to describe documents and users to create a social network based on affinities, and explore epidemic routing to recommend documents according to the user’s interests. Furthermore, we propose the creation of a SoftDHT structure to improve the recommendation results. Using these mechanisms, an efficient document recommender system with a fast organization of clusters of users based on their affinity can be provided, preventing the creation of unlinked communities. We show through simulations that the proposed system has a short convergence time and presents a high recall ratio. |
dc.language.iso | eng |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Aspectes socials |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Enginyeria del software |
dc.subject.lcsh | Social networks |
dc.subject.lcsh | Computer software |
dc.title | Design of a P2P content recommendation system using affinity networks |
dc.type | Article |
dc.subject.lemac | Xarxes socials |
dc.subject.lemac | Programari |
dc.contributor.group | Universitat Politècnica de Catalunya. SERTEL - Serveis Telemàtics |
dc.identifier.doi | 10.1016/j.comcom.2012.07.018 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://www.sciencedirect.com/science/article/pii/S0140366412002599# |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 10327669 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Juan Vera del Campo; Pegueroles, J.; Juan Hernández Serrano; Soriano, M. |
local.citation.publicationName | Computer communications |
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