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
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/80624
Title:
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A biplex approach to PageRank centrality: from classic to multiplex networks
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Author:
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Pedroche Sánchez, Francisco
Romance, Miguel
Criado Herrero, Regino
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UPV Unit:
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Universitat Politècnica de València. Escuela Técnica Superior de Gestión en la Edificación - Escola Tècnica Superior de Gestió en l'Edificació
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Issued date:
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Abstract:
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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 ...[+]
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).
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Subjects:
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PageRank
,
Complex networks
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Multiplex
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Multilayer
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Centrality measures
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Markov chains
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Copyrigths:
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Reserva de todos los derechos
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Source:
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Chaos. (issn:
1054-1500
) (eissn:
1089-7682
)
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DOI:
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10.1063/1.4952955
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Publisher:
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American Institute of Physics
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Publisher version:
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http://dx.doi.org/10.1063/1.4952955
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Project ID:
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info:eu-repo/grantAgreement/MINECO//MTM2014-59906-P/ES/ANALISIS ESTRUCTURAL DE SISTEMAS REALES MODELADOS COMO REDES COMPLEJAS UTILIZANDO TECNICAS ESPECTRALES Y DINAMICA/
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Thanks:
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This work has been partially supported by the project MTM2014-59906 (Spanish Ministry) and the Grant URJC-Grupo de Excelencia Investigadora GARECOM (2014-2016).
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Type:
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Artículo
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