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Dynamická detekcia komunít×Analýza časových sietí×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningProcess / pipeline
Rok vzniku2010 (key formalization); earlier work 2002–20092012
TvorcaMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Holme & Saramäki (2012) — seminal framework
TypGraph clustering / community discoveryDynamic graph analysis
Pôvodný zdrojMucha, 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 ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
Ďalšie názvyDCD, temporal community detection, evolving community detection, dynamic graph clusteringdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Príbuzné53
ZhrnutieDynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.Temporal network analysis, formalised by Holme and Saramäki in their landmark 2012 Physics Reports survey, is the study of networks in which edges appear and disappear over time. Rather than collapsing all contacts into a single static graph, the approach preserves the precise timing of interactions — whether as contact sequences, time-stamped event lists, or windowed snapshots — and uses that timing to track how influence, disease, or information can actually propagate through the system.
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ScholarGatePorovnať metódy: Dynamic Community Detection · Temporal Network Analysis. Získané 2026-06-17 z https://scholargate.app/sk/compare