Extracting h-Backbone as a Core Structure in Weighted Networks

Abstract Determining the core structure of complex network systems allows us to simplify them. Using h-bridge and h-strength measurements in a weighted network, we extract the h-backbone core structure. We find that focusing on the h-backbone in a network allows greater simplification because it has...

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Autores principales:	Ronda J. Zhang, H. Eugene Stanley, Fred Y. Ye
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Core Structure Science Network Publishing Adjacent Nodes Complex Network System Edge Betweenness Medicine R Science Q
Acceso en línea:	https://doaj.org/article/1f53a8fd6b8c4816b896e588b81e6ffb
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spelling	oai:doaj.org-article:1f53a8fd6b8c4816b896e588b81e6ffb2021-12-02T15:07:56ZExtracting h-Backbone as a Core Structure in Weighted Networks10.1038/s41598-018-32430-12045-2322https://doaj.org/article/1f53a8fd6b8c4816b896e588b81e6ffb2018-09-01T00:00:00Zhttps://doi.org/10.1038/s41598-018-32430-1https://doaj.org/toc/2045-2322Abstract Determining the core structure of complex network systems allows us to simplify them. Using h-bridge and h-strength measurements in a weighted network, we extract the h-backbone core structure. We find that focusing on the h-backbone in a network allows greater simplification because it has fewer edges and thus fewer adjacent nodes. We examine three practical applications: the co-citation network in an information system, the open flight network in a social system, and coauthorship in network science publications.Ronda J. ZhangH. Eugene StanleyFred Y. YeNature PortfolioarticleCore StructureScience Network PublishingAdjacent NodesComplex Network SystemEdge BetweennessMedicineRScienceQENScientific Reports, Vol 8, Iss 1, Pp 1-7 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Core Structure Science Network Publishing Adjacent Nodes Complex Network System Edge Betweenness Medicine R Science Q
spellingShingle	Core Structure Science Network Publishing Adjacent Nodes Complex Network System Edge Betweenness Medicine R Science Q Ronda J. Zhang H. Eugene Stanley Fred Y. Ye Extracting h-Backbone as a Core Structure in Weighted Networks
description	Abstract Determining the core structure of complex network systems allows us to simplify them. Using h-bridge and h-strength measurements in a weighted network, we extract the h-backbone core structure. We find that focusing on the h-backbone in a network allows greater simplification because it has fewer edges and thus fewer adjacent nodes. We examine three practical applications: the co-citation network in an information system, the open flight network in a social system, and coauthorship in network science publications.
format	article
author	Ronda J. Zhang H. Eugene Stanley Fred Y. Ye
author_facet	Ronda J. Zhang H. Eugene Stanley Fred Y. Ye
author_sort	Ronda J. Zhang
title	Extracting h-Backbone as a Core Structure in Weighted Networks
title_short	Extracting h-Backbone as a Core Structure in Weighted Networks
title_full	Extracting h-Backbone as a Core Structure in Weighted Networks
title_fullStr	Extracting h-Backbone as a Core Structure in Weighted Networks
title_full_unstemmed	Extracting h-Backbone as a Core Structure in Weighted Networks
title_sort	extracting h-backbone as a core structure in weighted networks
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/1f53a8fd6b8c4816b896e588b81e6ffb
work_keys_str_mv	AT rondajzhang extractinghbackboneasacorestructureinweightednetworks AT heugenestanley extractinghbackboneasacorestructureinweightednetworks AT fredyye extractinghbackboneasacorestructureinweightednetworks
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Extracting h-Backbone as a Core Structure in Weighted Networks

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