Statistical properties of weighted complex networks characterized by metaweights

Furuya, Shuhei; Yakubo, Kousuke

Physica A : Statistical Mechanics and its Applications, 2010, 389(6), 1265-1272

Permalink : https://hdl.handle.net/2115/42676

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アクセス権	open access
URI	https://hdl.handle.net/2115/42676
タイトル	Statistical properties of weighted complex networks characterized by metaweights
著者	著者名 Furuya, Shuhei
著者	著者名 Yakubo, Kousuke
言語	英語
キーワード	Complex network
	Statistical analysis
	Clustering coefficient
	Degree correlation
	Community structure
発行日	2010-03-15
出版者	Elsevier B.V.
収録物名	Physica A : Statistical Mechanics and its Applications
巻(号)	389(6)
ページ	1265-1272
抄録	We propose several characterizations of weighted complex networks by incorporating the concept of metaweight into the clustering coefficient, degree correlation, and module decomposition. These incorporations make it possible to describe weighted networks depending on how strongly we emphasize weights. Using some applications to real-world weighted networks, we demonstrate that the proposed approach provides rich information that was inaccessible by previous analyses such as the degree correlation for a specific magnitude of weights or the community structure under controlling the importance of roles of the topology and weights.
資源タイプ	学術雑誌論文
出版タイプ	Accepted Manuscript
PISSN	0378-4371
関連情報 (isVersionOf)	出版社版DOI https://doi.org/10.1016/j.physa.2009.12.001