The structure and dynamics of multilayer networks
S. BOCCALETTI
1
,
G. Bianconi
2
,
R. CRIADO
3, 4
,
C I Del Genio
5
,
J. GÓMEZ-GARDEÑES
6
,
M. ROMANCE
3, 4
,
Irene Sendiña-Nadal
7, 8
,
Zhen Wang
9
,
Massimiliano Zanin
10
4
Publication type: Journal Article
Publication date: 2014-11-01
scimago Q1
wos Q1
SJR: 5.735
CiteScore: 49.9
Impact factor: 29.5
ISSN: 03701573, 18736270
PubMed ID:
32834429
General Physics and Astronomy
Abstract
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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BOCCALETTI S. et al. The structure and dynamics of multilayer networks // Physics Reports. 2014. Vol. 544. No. 1. pp. 1-122.
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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 // Physics Reports. 2014. Vol. 544. No. 1. pp. 1-122.
Cite this
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TY - JOUR
DO - 10.1016/j.physrep.2014.07.001
UR - https://doi.org/10.1016/j.physrep.2014.07.001
TI - The structure and dynamics of multilayer networks
T2 - Physics Reports
AU - BOCCALETTI, S.
AU - Bianconi, G.
AU - CRIADO, R.
AU - Del Genio, C I
AU - GÓMEZ-GARDEÑES, J.
AU - ROMANCE, M.
AU - Sendiña-Nadal, Irene
AU - Wang, Zhen
AU - Zanin, Massimiliano
PY - 2014
DA - 2014/11/01
PB - Elsevier
SP - 1-122
IS - 1
VL - 544
PMID - 32834429
SN - 0370-1573
SN - 1873-6270
ER -
Cite this
BibTex (up to 50 authors)
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@article{2014_BOCCALETTI,
author = {S. BOCCALETTI and G. Bianconi and R. CRIADO and C I Del Genio and J. GÓMEZ-GARDEÑES and M. ROMANCE and Irene Sendiña-Nadal and Zhen Wang and Massimiliano Zanin},
title = {The structure and dynamics of multilayer networks},
journal = {Physics Reports},
year = {2014},
volume = {544},
publisher = {Elsevier},
month = {nov},
url = {https://doi.org/10.1016/j.physrep.2014.07.001},
number = {1},
pages = {1--122},
doi = {10.1016/j.physrep.2014.07.001}
}
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MLA
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BOCCALETTI, S., et al. “The structure and dynamics of multilayer networks.” Physics Reports, vol. 544, no. 1, Nov. 2014, pp. 1-122. https://doi.org/10.1016/j.physrep.2014.07.001.