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Cited by 3,697Complex Network Analysis TechniquesMathematical and Theoretical Epidemiology and Ecology ModelsComplex Systems and Time Series Analysis

Epidemic processes in complex networks

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Pastor-Satorras, Romualdo, Castellano, Claudio, Van Mieghem, Piet, Vespignani, Alessandro·2015·Reviews of Modern Physics
DOI 10.1103/revmodphys.87.925
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Abstract

Complex networks arise in a wide range of biological and sociotechnical systems. Epidemic spreading is central to our understanding of dynamical processes in complex networks, and is of interest to physicists, mathematicians, epidemiologists, and computer and social scientists. This review presents the main results and paradigmatic models in infectious disease modeling and generalized social contagion processes.

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  • Information dynamics intended to change perceptions can direct collective attention to false or inflammatory content, a phenomenon called infodemics that resembles epidemics.

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  • Individual behavioural actions can have a collective impact through cascading phenomena.

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Authors
Pastor-Satorras, R., Castellano, C., Van Mieghem, P., & Vespignani, A.
Affiliations
  • Institute for Complex Systems (IT)
  • Northeastern University (US)
ORCID
Venue
Reviews of Modern Physics
Publisher
American Physical Society (APS)
Published
2015-08-31
Volume
87
Issue
3
Pages
925-979
ISSN
  • 0034-6861 (ISSN-L)
  • 1539-0756
DOI
10.1103/revmodphys.87.925
OpenAlex
W1878853999
Cited by
3,697
References
475
Citations by year
2026: 269 · 2025: 332 · 2024: 280 · 2023: 314 · 2022: 412 · 2021: 491 · 2020: 411 · 2019: 314 · 2018: 354 · 2017: 268 · 2016: 180 · 2015: 61 · 2014: 10 · 2013: 1
FWCI
181.11
Type
journal article
Language
en
Open access
Licence
Locations
  • Reviews of Modern Physics (publishedVersion)
  • RECERCAT (Consorci de Serveis Universitaris de Catalunya) (acceptedVersion, other-oa)
  • arXiv (Cornell University) (submittedVersion)
  • UPCommons institutional repository (Universitat Politècnica de Catalunya) (submittedVersion, cc-by)
  • LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (submittedVersion, public-domain)
  • CNR ExploRA (submittedVersion, other-oa)
  • arXiv (Cornell University)
Funders
  • Ministerio de Economía y Competitividad (FIS2010-21781-C02- 01, FIS2013-47282-C2-2)
  • Institució Catalana de Recerca i Estudis Avançats
  • Defense Threat Reduction Agency (1-0910039)
  • National Science Foundation (CMMI-1125095)
  • National Institute of General Medical Sciences (MIDAS U54GM111274)
  • EC FET (MULTIPLEX 317532)
  • EU CONGAS (288021)
Topics
  • Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mathematical and Theoretical Epidemiology and Ecology Models
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Complex Systems and Time Series Analysis
Keywords
epidemic spread, complex networks, epidemic modeling, social contagion, network dynamics

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