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The structure and dynamics of multilayer networks

In the past years, network theory has successfully characterized the interaction among the constituents of a variety of complex systems, ranging from biological to technological, and social systems. However, up until recently, attention was almost exclusively given to networks in which all component...

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Autores principales: Boccaletti, S., Bianconi, G., Criado, R., del Genio, C.I., Gómez-Gardeñes, J., Romance, M., Sendiña-Nadal, I., Wang, Z., Zanin, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7332224/
https://www.ncbi.nlm.nih.gov/pubmed/32834429
http://dx.doi.org/10.1016/j.physrep.2014.07.001
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author Boccaletti, S.
Bianconi, G.
Criado, R.
del Genio, C.I.
Gómez-Gardeñes, J.
Romance, M.
Sendiña-Nadal, I.
Wang, Z.
Zanin, M.
author_facet Boccaletti, S.
Bianconi, G.
Criado, R.
del Genio, C.I.
Gómez-Gardeñes, J.
Romance, M.
Sendiña-Nadal, I.
Wang, Z.
Zanin, M.
author_sort Boccaletti, S.
collection PubMed
description In the past years, network theory has successfully characterized the interaction among the constituents of a variety of complex systems, ranging from biological to technological, and social systems. However, up until recently, attention was almost exclusively given to networks in which all components were treated on equivalent footing, while neglecting all the extra information about the temporal- or context-related properties of the interactions under study. Only in the last years, taking advantage of the enhanced resolution in real data sets, network scientists have directed their interest to the multiplex character of real-world systems, and explicitly considered the time-varying and multilayer nature of networks. We offer here a comprehensive review on both structural and dynamical organization of graphs made of diverse relationships (layers) between its constituents, and cover several relevant issues, from a full redefinition of the basic structural measures, to understanding how the multilayer nature of the network affects processes and dynamics.
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spelling pubmed-73322242020-07-06 The structure and dynamics of multilayer networks Boccaletti, S. Bianconi, G. Criado, R. del Genio, C.I. Gómez-Gardeñes, J. Romance, M. Sendiña-Nadal, I. Wang, Z. Zanin, M. Phys Rep Article In the past years, network theory has successfully characterized the interaction among the constituents of a variety of complex systems, ranging from biological to technological, and social systems. However, up until recently, attention was almost exclusively given to networks in which all components were treated on equivalent footing, while neglecting all the extra information about the temporal- or context-related properties of the interactions under study. Only in the last years, taking advantage of the enhanced resolution in real data sets, network scientists have directed their interest to the multiplex character of real-world systems, and explicitly considered the time-varying and multilayer nature of networks. We offer here a comprehensive review on both structural and dynamical organization of graphs made of diverse relationships (layers) between its constituents, and cover several relevant issues, from a full redefinition of the basic structural measures, to understanding how the multilayer nature of the network affects processes and dynamics. Elsevier B.V. 2014-11-01 2014-07-10 /pmc/articles/PMC7332224/ /pubmed/32834429 http://dx.doi.org/10.1016/j.physrep.2014.07.001 Text en Copyright © 2014 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Boccaletti, S.
Bianconi, G.
Criado, R.
del Genio, C.I.
Gómez-Gardeñes, J.
Romance, M.
Sendiña-Nadal, I.
Wang, Z.
Zanin, M.
The structure and dynamics of multilayer networks
title The structure and dynamics of multilayer networks
title_full The structure and dynamics of multilayer networks
title_fullStr The structure and dynamics of multilayer networks
title_full_unstemmed The structure and dynamics of multilayer networks
title_short The structure and dynamics of multilayer networks
title_sort structure and dynamics of multilayer networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7332224/
https://www.ncbi.nlm.nih.gov/pubmed/32834429
http://dx.doi.org/10.1016/j.physrep.2014.07.001
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