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重み付き社会ネットワーク分析×加重度中心性×
分野ネットワーク分析ネットワーク分析
系統Machine learningMachine learning
提唱年2004–20102004
提唱者Barrat, A.; Opsahl, T. et al.Barrat, A.; Barthélemy, M.; Pastor-Satorras, R.; Vespignani, A.
種類Network analysis frameworkCentrality measure for weighted networks
原典Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗
別名Weighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysisnode strength, strength centrality, weighted node degree, WDC
関連66
概要Weighted Social Network Analysis extends classical SNA by assigning numeric values — weights — to ties between actors, capturing tie strength, interaction frequency, or resource flow. Rather than treating all connections as equal, it reveals who holds privileged positions by virtue of the intensity, not merely the existence, of their relationships.Weighted degree centrality — also called node strength — extends the classic degree centrality measure to networks whose edges carry numeric weights. Instead of simply counting a node's connections, it sums the weights of all edges incident to that node, capturing both the volume and the intensity of a node's ties in a single, interpretable score.
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ScholarGate手法を比較: Weighted Social Network Analysis · Weighted Degree Centrality. 2026-06-19に以下より取得 https://scholargate.app/ja/compare