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Phase transitions in contagion processes mediated by recurrent mobility patterns

Human mobility and activity patterns mediate contagion on many levels, including: spatial spread of infectious diseases, diffusion of rumors, and emergence of consensus. These patterns however are often dominated by specific locations and recurrent flows and poorly modeled by the random diffusive dy...

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Detalles Bibliográficos
Autores principales: Balcan, Duygu, Vespignani, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3142963/
https://www.ncbi.nlm.nih.gov/pubmed/21799702
http://dx.doi.org/10.1038/nphys1944
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author Balcan, Duygu
Vespignani, Alessandro
author_facet Balcan, Duygu
Vespignani, Alessandro
author_sort Balcan, Duygu
collection PubMed
description Human mobility and activity patterns mediate contagion on many levels, including: spatial spread of infectious diseases, diffusion of rumors, and emergence of consensus. These patterns however are often dominated by specific locations and recurrent flows and poorly modeled by the random diffusive dynamics generally used to study them. Here we develop a theoretical framework to analyze contagion within a network of locations where individuals recall their geographic origins. We find a phase transition between a regime in which the contagion affects a large fraction of the system and one in which only a small fraction is affected. This transition cannot be uncovered by continuous models due to the stochastic features of the contagion process and defines an invasion threshold that depends on mobility parameters, providing guidance for controlling contagion spread by constraining mobility processes. We recover the threshold behavior by analyzing diffusion processes mediated by real human commuting data.
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spelling pubmed-31429632012-01-01 Phase transitions in contagion processes mediated by recurrent mobility patterns Balcan, Duygu Vespignani, Alessandro Nat Phys Article Human mobility and activity patterns mediate contagion on many levels, including: spatial spread of infectious diseases, diffusion of rumors, and emergence of consensus. These patterns however are often dominated by specific locations and recurrent flows and poorly modeled by the random diffusive dynamics generally used to study them. Here we develop a theoretical framework to analyze contagion within a network of locations where individuals recall their geographic origins. We find a phase transition between a regime in which the contagion affects a large fraction of the system and one in which only a small fraction is affected. This transition cannot be uncovered by continuous models due to the stochastic features of the contagion process and defines an invasion threshold that depends on mobility parameters, providing guidance for controlling contagion spread by constraining mobility processes. We recover the threshold behavior by analyzing diffusion processes mediated by real human commuting data. 2011-07-01 /pmc/articles/PMC3142963/ /pubmed/21799702 http://dx.doi.org/10.1038/nphys1944 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Balcan, Duygu
Vespignani, Alessandro
Phase transitions in contagion processes mediated by recurrent mobility patterns
title Phase transitions in contagion processes mediated by recurrent mobility patterns
title_full Phase transitions in contagion processes mediated by recurrent mobility patterns
title_fullStr Phase transitions in contagion processes mediated by recurrent mobility patterns
title_full_unstemmed Phase transitions in contagion processes mediated by recurrent mobility patterns
title_short Phase transitions in contagion processes mediated by recurrent mobility patterns
title_sort phase transitions in contagion processes mediated by recurrent mobility patterns
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3142963/
https://www.ncbi.nlm.nih.gov/pubmed/21799702
http://dx.doi.org/10.1038/nphys1944
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