Heterogeneous node copying from hidden network structure

Node duplication is an established model of network formation, whereby an existing node is duplicated, and edges are formed with uniform probability to the neighbours of the duplicated node. Here, the author proposes a copying model where links are copied depending on hidden interactions between nod...

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Autor principal:	Max Falkenberg
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Astrophysics QB460-466 Physics QC1-999
Acceso en línea:	https://doaj.org/article/35b36495d1334e849784b8702f1d1302
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spelling	oai:doaj.org-article:35b36495d1334e849784b8702f1d13022021-12-02T15:26:51ZHeterogeneous node copying from hidden network structure10.1038/s42005-021-00694-12399-3650https://doaj.org/article/35b36495d1334e849784b8702f1d13022021-09-01T00:00:00Zhttps://doi.org/10.1038/s42005-021-00694-1https://doaj.org/toc/2399-3650Node duplication is an established model of network formation, whereby an existing node is duplicated, and edges are formed with uniform probability to the neighbours of the duplicated node. Here, the author proposes a copying model where links are copied depending on hidden interactions between nodes, and shows analytically and numerically that this leads to higher network clustering than in the uniform copying case, a property that is also found in real collaboration networks.Max FalkenbergNature PortfolioarticleAstrophysicsQB460-466PhysicsQC1-999ENCommunications Physics, Vol 4, Iss 1, Pp 1-10 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Astrophysics QB460-466 Physics QC1-999
spellingShingle	Astrophysics QB460-466 Physics QC1-999 Max Falkenberg Heterogeneous node copying from hidden network structure
description	Node duplication is an established model of network formation, whereby an existing node is duplicated, and edges are formed with uniform probability to the neighbours of the duplicated node. Here, the author proposes a copying model where links are copied depending on hidden interactions between nodes, and shows analytically and numerically that this leads to higher network clustering than in the uniform copying case, a property that is also found in real collaboration networks.
format	article
author	Max Falkenberg
author_facet	Max Falkenberg
author_sort	Max Falkenberg
title	Heterogeneous node copying from hidden network structure
title_short	Heterogeneous node copying from hidden network structure
title_full	Heterogeneous node copying from hidden network structure
title_fullStr	Heterogeneous node copying from hidden network structure
title_full_unstemmed	Heterogeneous node copying from hidden network structure
title_sort	heterogeneous node copying from hidden network structure
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/35b36495d1334e849784b8702f1d1302
work_keys_str_mv	AT maxfalkenberg heterogeneousnodecopyingfromhiddennetworkstructure
_version_	1718387195323088896

Heterogeneous node copying from hidden network structure

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