Topological measures for identifying and predicting the spread of complex contagions

Understanding of complex contagions is crucial for explaining diffusion processes in networks. Guilbeault and Centola introduce topological mechanisms and measures to elucidate spreading dynamics and identify the most influential nodes in social, epidemic and economic networks.

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Detalles Bibliográficos
Autores principales:	Douglas Guilbeault, Damon Centola
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/2a061562ad2841ecb6159cff96230ecd
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spelling	oai:doaj.org-article:2a061562ad2841ecb6159cff96230ecd2021-12-02T16:17:59ZTopological measures for identifying and predicting the spread of complex contagions10.1038/s41467-021-24704-62041-1723https://doaj.org/article/2a061562ad2841ecb6159cff96230ecd2021-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-24704-6https://doaj.org/toc/2041-1723Understanding of complex contagions is crucial for explaining diffusion processes in networks. Guilbeault and Centola introduce topological mechanisms and measures to elucidate spreading dynamics and identify the most influential nodes in social, epidemic and economic networks.Douglas GuilbeaultDamon CentolaNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-9 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Douglas Guilbeault Damon Centola Topological measures for identifying and predicting the spread of complex contagions
description	Understanding of complex contagions is crucial for explaining diffusion processes in networks. Guilbeault and Centola introduce topological mechanisms and measures to elucidate spreading dynamics and identify the most influential nodes in social, epidemic and economic networks.
format	article
author	Douglas Guilbeault Damon Centola
author_facet	Douglas Guilbeault Damon Centola
author_sort	Douglas Guilbeault
title	Topological measures for identifying and predicting the spread of complex contagions
title_short	Topological measures for identifying and predicting the spread of complex contagions
title_full	Topological measures for identifying and predicting the spread of complex contagions
title_fullStr	Topological measures for identifying and predicting the spread of complex contagions
title_full_unstemmed	Topological measures for identifying and predicting the spread of complex contagions
title_sort	topological measures for identifying and predicting the spread of complex contagions
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/2a061562ad2841ecb6159cff96230ecd
work_keys_str_mv	AT douglasguilbeault topologicalmeasuresforidentifyingandpredictingthespreadofcomplexcontagions AT damoncentola topologicalmeasuresforidentifyingandpredictingthespreadofcomplexcontagions
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Topological measures for identifying and predicting the spread of complex contagions

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