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Analyse des réseaux sociaux multicouches×Analyse des réseaux temporels×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningProcess / pipeline
Année d'origine20142012
Auteur d'origineKivela, M.; Boccaletti, S. et al.Holme & Saramäki (2012) — seminal framework
TypeStructural network analysis frameworkDynamic graph analysis
Source fondatriceKivela, 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 ↗
AliasMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysisdynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Apparentées63
RésuméMultilayer social network analysis extends classical single-layer network methods to settings where actors are connected through multiple, distinct types of ties — such as friendship, professional collaboration, and online interaction — simultaneously. By modeling each type of relationship as a separate layer and explicitly representing connections across layers, it captures structural complexity that a single aggregated network would hide.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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ScholarGateComparer des méthodes: Multilayer Social Network Analysis · Temporal Network Analysis. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare