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Analýza viacvrstvových časových sietí×Časová detekcia komunít×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku2012–20142010
TvorcaKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.
TypNetwork analysis frameworkNetwork clustering algorithm
Pôvodný zdrojKivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. 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 názvyMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysisdynamic community detection, time-varying community detection, evolutionary community detection, longitudinal community detection
Príbuzné46
ZhrnutieMultilayer temporal network analysis studies relational systems in which nodes interact through multiple distinct types of ties that all evolve over time. By modeling each relationship type as a separate layer and tracking how those layers change across time snapshots, the method reveals how cross-layer dynamics and temporal patterns jointly shape information flow, influence spread, and community structure.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: Multilayer Temporal Network Analysis · Temporal Community Detection. Získané 2026-06-17 z https://scholargate.app/sk/compare