Network clique cover approximation to analyze complex contagions through group interactions
Higher-order contagion models capture opinion dynamics and adoption of behavior in social networks. In this paper, the authors propose a mathematical framework able to accurately characterize the phase diagram of these contagion processes in social higher-order networks.
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Nature Portfolio
2021
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oai:doaj.org-article:e0780f329831400ea5cd51e3477cde022021-12-02T18:24:51ZNetwork clique cover approximation to analyze complex contagions through group interactions10.1038/s42005-021-00618-z2399-3650https://doaj.org/article/e0780f329831400ea5cd51e3477cde022021-05-01T00:00:00Zhttps://doi.org/10.1038/s42005-021-00618-zhttps://doaj.org/toc/2399-3650Higher-order contagion models capture opinion dynamics and adoption of behavior in social networks. In this paper, the authors propose a mathematical framework able to accurately characterize the phase diagram of these contagion processes in social higher-order networks.Giulio BurgioAlex ArenasSergio GómezJoan T. MatamalasNature PortfolioarticleAstrophysicsQB460-466PhysicsQC1-999ENCommunications Physics, Vol 4, Iss 1, Pp 1-10 (2021) |
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Astrophysics QB460-466 Physics QC1-999 |
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Astrophysics QB460-466 Physics QC1-999 Giulio Burgio Alex Arenas Sergio Gómez Joan T. Matamalas Network clique cover approximation to analyze complex contagions through group interactions |
description |
Higher-order contagion models capture opinion dynamics and adoption of behavior in social networks. In this paper, the authors propose a mathematical framework able to accurately characterize the phase diagram of these contagion processes in social higher-order networks. |
format |
article |
author |
Giulio Burgio Alex Arenas Sergio Gómez Joan T. Matamalas |
author_facet |
Giulio Burgio Alex Arenas Sergio Gómez Joan T. Matamalas |
author_sort |
Giulio Burgio |
title |
Network clique cover approximation to analyze complex contagions through group interactions |
title_short |
Network clique cover approximation to analyze complex contagions through group interactions |
title_full |
Network clique cover approximation to analyze complex contagions through group interactions |
title_fullStr |
Network clique cover approximation to analyze complex contagions through group interactions |
title_full_unstemmed |
Network clique cover approximation to analyze complex contagions through group interactions |
title_sort |
network clique cover approximation to analyze complex contagions through group interactions |
publisher |
Nature Portfolio |
publishDate |
2021 |
url |
https://doaj.org/article/e0780f329831400ea5cd51e3477cde02 |
work_keys_str_mv |
AT giulioburgio networkcliquecoverapproximationtoanalyzecomplexcontagionsthroughgroupinteractions AT alexarenas networkcliquecoverapproximationtoanalyzecomplexcontagionsthroughgroupinteractions AT sergiogomez networkcliquecoverapproximationtoanalyzecomplexcontagionsthroughgroupinteractions AT joantmatamalas networkcliquecoverapproximationtoanalyzecomplexcontagionsthroughgroupinteractions |
_version_ |
1718378130585944064 |