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Độ trung tâm Cận kề Hướng×Trung tâm eigenvector có hướng×
Lĩnh vựcPhân tích mạng lướiPhân tích mạng lưới
HọMachine learningMachine learning
Năm ra đời1979–19941972–1987
Người khởi xướngFreeman, L. C.; Wasserman, S. & Faust, K.Bonacich, P.
LoạiCentrality measureCentrality measure (eigenvector-based, directed)
Công trình gốcWasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38269-4Bonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. DOI ↗
Tên gọi khácdirected closeness, in-closeness centrality, out-closeness centrality, directional closenessdirected EC, asymmetric eigenvector centrality, right eigenvector centrality, left eigenvector centrality
Liên quan55
Tóm tắtDirected closeness centrality extends the classical closeness measure to directed networks by separately quantifying how quickly a node can be reached by others (in-closeness) and how quickly it can reach all others (out-closeness). It is a foundational node-level metric in social network analysis and graph theory, used wherever link direction conveys meaningful asymmetry such as citation flows, information cascades, or authority hierarchies.Directed eigenvector centrality extends the classic eigenvector centrality to directed graphs by scoring each node according to the centrality of the nodes that point to it (in-direction) or that it points to (out-direction). A node earns a high score not merely by having many connections but by being connected to other highly central nodes, capturing asymmetric influence in citation networks, social hierarchies, and information flows.
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ScholarGateSo sánh phương pháp: Directed Closeness Centrality · Directed Eigenvector Centrality. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare