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Dynamická blízkostná centralita×Časová detekcia komunít×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku2010–20122010
TvorcaTang, J. et al.; Holme, P. & Saramäki, J.Mucha, P. J. et al.
TypCentrality measure for temporal networksNetwork clustering algorithm
Pôvodný zdrojTang, 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 ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
Ďalšie názvytemporal closeness centrality, time-varying closeness centrality, evolving network closeness, dynamic CCdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Príbuzné56
ZhrnutieDynamic 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.Temporal community detection identifies cohesive groups (communities) in networks whose structure changes over time. By treating each time snapshot as a network layer and coupling consecutive layers, it reveals how communities form, merge, split, grow, or dissolve — turning a sequence of static snapshots into a continuous narrative of group evolution.
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ScholarGatePorovnať metódy: Dynamic Closeness Centrality · Temporal Community Detection. Získané 2026-06-19 z https://scholargate.app/sk/compare