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Analyse de réseaux multiplex dirigés×Analyse des réseaux sociaux multicouches×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2013–20142014
Auteur d'origineKivela, M.; De Domenico, M. et al.Kivela, M.; Boccaletti, S. et al.
TypeMulti-layer directed graph frameworkStructural network analysis framework
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 ↗Kivela, 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 ↗
Aliasdirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis
Apparentées66
RésuméDirected multiplex network analysis models systems where the same set of nodes are connected by multiple types of directed (asymmetric) relationships across distinct layers — such as citation flows, information cascades, or authority hierarchies co-existing simultaneously. It extends multiplex network analysis by preserving both layer identity and edge directionality, enabling richer structural and dynamic insights.Multilayer 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.
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ScholarGateComparer des méthodes: Directed Multiplex Network Analysis · Multilayer Social Network Analysis. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare