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Flerlags temporal nettverksanalyse×Temporalnettverksanalyse×
FagfeltNettverksanalyseNettverksanalyse
FamilieMachine learningProcess / pipeline
Opprinnelsesår2012–20142012
OpphavspersonKivela, M. et al.; Holme, P. & Saramaki, J.Holme & Saramäki (2012) — seminal framework
TypeNetwork analysis frameworkDynamic graph analysis
Opprinnelig kildeKivela, 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 ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
AliasMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Relaterte43
SammendragMultilayer 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 network analysis, formalised by Holme and Saramäki in their landmark 2012 Physics Reports survey, is the study of networks in which edges appear and disappear over time. Rather than collapsing all contacts into a single static graph, the approach preserves the precise timing of interactions — whether as contact sequences, time-stamped event lists, or windowed snapshots — and uses that timing to track how influence, disease, or information can actually propagate through the system.
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ScholarGateSammenlign metoder: Multilayer Temporal Network Analysis · Temporal Network Analysis. Hentet 2026-06-15 fra https://scholargate.app/no/compare