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Độ trung tâm gần động×Độ trung tâm gần (Closeness Centrality)×
Lĩnh vựcPhân tích mạng lướiPhân tích mạng lưới
HọMachine learningMachine learning
Năm ra đời2010–20121950 (formalized 1979)
Người khởi xướngTang, J. et al.; Holme, P. & Saramäki, J.Bavelas, A.; formalized by Freeman, L. C.
LoạiCentrality measure for temporal networksNode-level centrality index
Công trình gốcTang, J., Musolesi, M., Mascolo, C., Latora, V. & Nicosia, V. (2010). Analysing information flows and key mediators through temporal centrality metrics. Proceedings of the 3rd Workshop on Social Network Systems (SNS '10). ACM. DOI ↗Freeman, L. C. (1979). Centrality in social networks: Conceptual clarification. Social Networks, 1(3), 215–239. DOI ↗
Tên gọi kháctemporal closeness centrality, time-varying closeness centrality, evolving network closeness, dynamic CCcloseness, farness-based centrality, geodesic closeness, normalized closeness centrality
Liên quan56
Tóm tắtDynamic closeness centrality extends classic closeness centrality to temporal networks by computing shortest time-respecting paths — paths that traverse edges in chronological order — and averaging inverse distances across all time windows. It reveals which nodes are most efficiently reached within an evolving network, tracking how a node's centrality rises and falls as connections appear and disappear over time.Closeness centrality measures how quickly a node can reach all others in a network by computing the inverse of its average shortest-path distance to every other node. First described by Bavelas (1950) and formally unified by Freeman (1979), it identifies nodes that can spread information or resources efficiently across the entire graph — not merely nodes with many direct contacts.
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ScholarGateSo sánh phương pháp: Dynamic Closeness Centrality · Closeness Centrality. Truy cập ngày 2026-06-19 từ https://scholargate.app/vi/compare