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Eigenvector centrality of nodes in multiplex networks
Cita
Solá Conde, Luis, Romance del Río, Miguel, Criado, R., Flores Álvarez, Julio, García del Amo, Alejandro and Boccaletti, Stefano
(2013).
Eigenvector centrality of nodes in multiplex networks.
"Chaos", v. 23
(n. 3);
pp..
ISSN 1054-1500.
https://doi.org/10.1063/1.4818544.
Descripción
| Título: | Eigenvector centrality of nodes in multiplex networks |
|---|---|
| Autor/es: |
|
| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | Chaos |
| Fecha: | Septiembre 2013 |
| ISSN: | 1054-1500 |
| Volumen: | 23 |
| Número: | 3 |
| Materias: | |
| ODS: | |
| Escuela: | Centro de Tecnología Biomédica (CTB) (UPM) |
| Departamento: | Otro |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
We extend the concept of eigenvector centrality to multiplex networks, and introduce several alternative parameters that quantify the importance of nodes in a multi-layered networked system, including the definition of vectorial-type centralities. In addition, we rigorously show that, under reasonable conditions, such centrality measures exist and are unique. Computer experiments and simulations demonstrate that the proposed measures provide substantially different results when applied to the same multiplex structure, and highlight the non-trivial relationships between the different measures of centrality introduced.
Más información
| ID de Registro: | 31184 |
|---|---|
| Identificador DC: | https://oa.upm.es/31184/ |
| Identificador OAI: | oai:oa.upm.es:31184 |
| URL Portal Científico: | https://portalcientifico.upm.es/es/ipublic/item/5488849 |
| Identificador DOI: | 10.1063/1.4818544 |
| URL Oficial: | http://scitation.aip.org/content/aip/journal/chaos... |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 15 Abr 2015 18:33 |
| Ultima Modificación: | 12 Nov 2025 00:00 |
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