Articles producció científica> Enginyeria Informàtica i Matemàtiques

Information transfer in community structured multiplex networks

  • Datos identificativos

    Identificador: imarina:9245876
    Autores:
    Sole-Ribalta, AlbertGranell, ClaraGomez, SergioArenas, Alex
    Resumen:
    The study of complex networks that account for different types of interactions has become a subject of interest in the last few years, specially because its representational power in the description of users interactions in diverse online social platforms (Facebook, Twitter, Instagram, etc.). The mathematical description of these interacting networks has been coined under the name of multilayer networks, where each layer accounts for a type of interaction. It has been shown that diffusive processes on top of these networks present a phenomenology that cannot be explained by the naive superposition of single layer diffusive phenomena but require the whole structure of interconnected layers. Nevertheless, the description of diffusive phenomena on multilayer networks has obviated the fact that social networks have strong mesoscopic structure represented by different communities of individuals driven by common interests, or any other social aspect. In this work, we study the transfer of information in multilayer networks with community structure. The final goal is to understand and quantify, if the existence of well-defined community structure at the level of individual layers, together with the multilayer structure of the whole network, enhances or deteriorates the diffusion of packets of information.
  • Otros:

    Autor según el artículo: Sole-Ribalta, Albert; Granell, Clara; Gomez, Sergio; Arenas, Alex;
    Departamento: Enginyeria Informàtica i Matemàtiques
    Autor/es de la URV: Arenas Moreno, Alejandro / Gómez Jiménez, Sergio / Granell Martorell, Clara / Solé Ribalta, Albert
    Palabras clave: Multivariate analysis Information diffusion Complex networks Community structure Centrality
    Resumen: The study of complex networks that account for different types of interactions has become a subject of interest in the last few years, specially because its representational power in the description of users interactions in diverse online social platforms (Facebook, Twitter, Instagram, etc.). The mathematical description of these interacting networks has been coined under the name of multilayer networks, where each layer accounts for a type of interaction. It has been shown that diffusive processes on top of these networks present a phenomenology that cannot be explained by the naive superposition of single layer diffusive phenomena but require the whole structure of interconnected layers. Nevertheless, the description of diffusive phenomena on multilayer networks has obviated the fact that social networks have strong mesoscopic structure represented by different communities of individuals driven by common interests, or any other social aspect. In this work, we study the transfer of information in multilayer networks with community structure. The final goal is to understand and quantify, if the existence of well-defined community structure at the level of individual layers, together with the multilayer structure of the whole network, enhances or deteriorates the diffusion of packets of information.
    Áreas temáticas: Physics, multidisciplinary Physics and astronomy (miscellaneous) Physics and astronomy (all) Physical and theoretical chemistry Mathematical physics Materials science (miscellaneous) General physics and astronomy Biophysics
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: albert.sole@urv.cat clara.granell@urv.cat sergio.gomez@urv.cat alexandre.arenas@urv.cat
    Identificador del autor: 0000-0002-2953-5338 0000-0003-1820-0062 0000-0003-0937-0334
    Fecha de alta del registro: 2024-09-28
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Enlace a la fuente original: https://www.frontiersin.org/articles/10.3389/fphy.2015.00061/full
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referencia al articulo segun fuente origial: Frontiers In Physics. 3 (AUG):
    Referencia de l'ítem segons les normes APA: Sole-Ribalta, Albert; Granell, Clara; Gomez, Sergio; Arenas, Alex; (2015). Information transfer in community structured multiplex networks. Frontiers In Physics, 3(AUG), -. DOI: 10.3389/fphy.2015.00061
    DOI del artículo: 10.3389/fphy.2015.00061
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2015
    Tipo de publicación: Journal Publications
  • Palabras clave:

    Biophysics,Materials Science (Miscellaneous),Mathematical Physics,Physical and Theoretical Chemistry,Physics and Astronomy (Miscellaneous),Physics, Multidisciplinary
    Multivariate analysis
    Information diffusion
    Complex networks
    Community structure
    Centrality
    Physics, multidisciplinary
    Physics and astronomy (miscellaneous)
    Physics and astronomy (all)
    Physical and theoretical chemistry
    Mathematical physics
    Materials science (miscellaneous)
    General physics and astronomy
    Biophysics
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