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A biplex approach to PageRank centrality: from classic to multiplex networks

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A biplex approach to PageRank centrality: from classic to multiplex networks

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dc.contributor.author Pedroche Sánchez, Francisco es_ES
dc.contributor.author Romance, Miguel es_ES
dc.contributor.author Criado Herrero, Regino es_ES
dc.date.accessioned 2017-05-05T07:45:38Z
dc.date.available 2017-05-05T07:45:38Z
dc.date.issued 2016-06-02
dc.identifier.issn 1054-1500
dc.identifier.uri http://hdl.handle.net/10251/80624
dc.description.abstract In this paper, we present a new view of the PageRank algorithm inspired by multiplex networks. This new approach allows to introduce a new centrality measure for classic complex networks and a new proposal to extend the usual PageRank algorithm to multiplex networks. We give some analytical relations between these new approaches and the classic PageRank centrality measure, and we illustrate the new parameters presented by computing them on real underground networks. © 2016 Author(s). es_ES
dc.description.sponsorship This work has been partially supported by the project MTM2014-59906 (Spanish Ministry) and the Grant URJC-Grupo de Excelencia Investigadora GARECOM (2014-2016). en_EN
dc.language Inglés es_ES
dc.publisher American Institute of Physics es_ES
dc.relation.ispartof Chaos es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject PageRank es_ES
dc.subject Complex networks es_ES
dc.subject Multiplex es_ES
dc.subject Multilayer es_ES
dc.subject Centrality measures es_ES
dc.subject Markov chains es_ES
dc.subject.classification MATEMATICA APLICADA es_ES
dc.title A biplex approach to PageRank centrality: from classic to multiplex networks es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1063/1.4952955
dc.relation.projectID info:eu-repo/grantAgreement/MINECO//MTM2014-59906-P/ES/ANALISIS ESTRUCTURAL DE SISTEMAS REALES MODELADOS COMO REDES COMPLEJAS UTILIZANDO TECNICAS ESPECTRALES Y DINAMICA/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Gestión en la Edificación - Escola Tècnica Superior de Gestió en l'Edificació es_ES
dc.description.bibliographicCitation Pedroche Sánchez, F.; Romance, M.; Criado Herrero, R. (2016). A biplex approach to PageRank centrality: from classic to multiplex networks. Chaos. 26(6):065301-1-065301-9. https://doi.org/10.1063/1.4952955 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://dx.doi.org/10.1063/1.4952955 es_ES
dc.description.upvformatpinicio 065301-1 es_ES
dc.description.upvformatpfin 065301-9 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 26 es_ES
dc.description.issue 6 es_ES
dc.relation.senia 326833 es_ES
dc.identifier.eissn 1089-7682
dc.contributor.funder Ministerio de Economía y Competitividad es_ES


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