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Analiza višeslojnih vremenskih mreža×Vremenska detekcija zajednica×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka2012–20142010
TvoracKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.
VrstaNetwork analysis frameworkNetwork clustering algorithm
Temeljni izvorKivela, 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 ↗
Drugi naziviMTNA, 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
Srodne46
SažetakMultilayer 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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ScholarGateUsporedite metode: Multilayer Temporal Network Analysis · Temporal Community Detection. Preuzeto 2026-06-17 s https://scholargate.app/hr/compare