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Analýza vícevrstvých časových sítí×Časová detekce komunit×
OborAnalýza sítíAnalýza sítí
RodinaMachine learningMachine learning
Rok vzniku2012–20142010
TvůrceKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.
TypNetwork analysis frameworkNetwork clustering algorithm
Původní 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 ↗
Další 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
Příbuzné46
ShrnutíMultilayer 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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ScholarGatePorovnat metody: Multilayer Temporal Network Analysis · Temporal Community Detection. Získáno 2026-06-17 z https://scholargate.app/cs/compare