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Dünaamiline kogukonna tuvastamine×Ajaline kogukonnatuvastus×
ValdkondVõrgustikuanalüüsVõrgustikuanalüüs
PerekondMachine learningMachine learning
Tekkeaasta2010 (key formalization); earlier work 2002–20092010
LoojaMucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)Mucha, P. J. et al.
TüüpGraph clustering / community discoveryNetwork clustering algorithm
AlgallikasMucha, 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 ↗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 ↗
RööpnimetusedDCD, temporal community detection, evolving community detection, dynamic graph clusteringdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Seotud56
KokkuvõteDynamic 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 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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ScholarGateVõrdle meetodeid: Dynamic Community Detection · Temporal Community Detection. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare