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Analýza časovej modularity×Časová detekcia komunít×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku20102010
TvorcaMucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P.Mucha, P. J. et al.
TypCommunity detection (temporal extension of modularity optimization)Network clustering algorithm
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 ↗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 názvydynamic modularity, time-varying modularity, longitudinal community detection, temporal community structure analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Príbuzné56
ZhrnutieTemporal modularity analysis extends standard modularity-based community detection to time-varying networks by treating each time slice as a network layer and coupling adjacent layers with inter-temporal links. This allows researchers to identify how communities form, persist, merge, split, and dissolve over time in dynamic relational data.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: Temporal Modularity Analysis · Temporal Community Detection. Získané 2026-06-17 z https://scholargate.app/sk/compare