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Analýza dynamickej modularity×Časová detekcia komunít×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku20102010
TvorcaMucha, P. J.; Porter, M. A.; and colleaguesMucha, P. J. et al.
TypCommunity detection on temporal networksNetwork 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 community structure analysis, temporal modularity optimization, evolving community detection, time-varying modularitydynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Príbuzné56
ZhrnutieDynamic modularity analysis extends the classical modularity framework to networks that evolve over time, detecting communities across a sequence of network snapshots while penalizing unnecessary community changes between time steps. It identifies cohesive groups and tracks how they form, merge, split, or dissolve, giving researchers a principled view of structural change in longitudinal network 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: Dynamic Modularity Analysis · Temporal Community Detection. Získané 2026-06-17 z https://scholargate.app/sk/compare