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Centralité de Proximité Dynamique×Centralité de proximité×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2010–20121950 (formalized 1979)
Auteur d'origineTang, J. et al.; Holme, P. & Saramäki, J.Bavelas, A.; formalized by Freeman, L. C.
TypeCentrality measure for temporal networksNode-level centrality index
Source fondatriceTang, 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 ↗
Aliastemporal closeness centrality, time-varying closeness centrality, evolving network closeness, dynamic CCcloseness, farness-based centrality, geodesic closeness, normalized closeness centrality
Apparentées56
RésuméDynamic 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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ScholarGateComparer des méthodes: Dynamic Closeness Centrality · Closeness Centrality. Consulté le 2026-06-19 sur https://scholargate.app/fr/compare