The geometric nature of weights in real complex networks

Complex networks have been conjectured to be hidden in metric spaces, which offer geometric interpretation of networks’ topologies. Here the authors extend this concept to weighted networks, providing empirical evidence on the metric natures of weights, which are shown to be reproducible by a gravit...

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Autores principales:	Antoine Allard, M. Ángeles Serrano, Guillermo García-Pérez, Marián Boguñá
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f93ffa7bd72e40bc83927c67389a6048
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id	oai:doaj.org-article:f93ffa7bd72e40bc83927c67389a6048
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spelling	oai:doaj.org-article:f93ffa7bd72e40bc83927c67389a60482021-12-02T14:42:37ZThe geometric nature of weights in real complex networks10.1038/ncomms141032041-1723https://doaj.org/article/f93ffa7bd72e40bc83927c67389a60482017-01-01T00:00:00Zhttps://doi.org/10.1038/ncomms14103https://doaj.org/toc/2041-1723Complex networks have been conjectured to be hidden in metric spaces, which offer geometric interpretation of networks’ topologies. Here the authors extend this concept to weighted networks, providing empirical evidence on the metric natures of weights, which are shown to be reproducible by a gravity model.Antoine AllardM. Ángeles SerranoGuillermo García-PérezMarián BoguñáNature PortfolioarticleScienceQENNature Communications, Vol 8, Iss 1, Pp 1-8 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Antoine Allard M. Ángeles Serrano Guillermo García-Pérez Marián Boguñá The geometric nature of weights in real complex networks
description	Complex networks have been conjectured to be hidden in metric spaces, which offer geometric interpretation of networks’ topologies. Here the authors extend this concept to weighted networks, providing empirical evidence on the metric natures of weights, which are shown to be reproducible by a gravity model.
format	article
author	Antoine Allard M. Ángeles Serrano Guillermo García-Pérez Marián Boguñá
author_facet	Antoine Allard M. Ángeles Serrano Guillermo García-Pérez Marián Boguñá
author_sort	Antoine Allard
title	The geometric nature of weights in real complex networks
title_short	The geometric nature of weights in real complex networks
title_full	The geometric nature of weights in real complex networks
title_fullStr	The geometric nature of weights in real complex networks
title_full_unstemmed	The geometric nature of weights in real complex networks
title_sort	geometric nature of weights in real complex networks
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/f93ffa7bd72e40bc83927c67389a6048
work_keys_str_mv	AT antoineallard thegeometricnatureofweightsinrealcomplexnetworks AT mangelesserrano thegeometricnatureofweightsinrealcomplexnetworks AT guillermogarciaperez thegeometricnatureofweightsinrealcomplexnetworks AT marianboguna thegeometricnatureofweightsinrealcomplexnetworks AT antoineallard geometricnatureofweightsinrealcomplexnetworks AT mangelesserrano geometricnatureofweightsinrealcomplexnetworks AT guillermogarciaperez geometricnatureofweightsinrealcomplexnetworks AT marianboguna geometricnatureofweightsinrealcomplexnetworks
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The geometric nature of weights in real complex networks

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