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Analyse de réseaux multiplex dirigés×Centralité de mellem-position dirigée×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2013–20141977
Auteur d'origineKivela, M.; De Domenico, M. et al.Freeman, L. C.
TypeMulti-layer directed graph frameworkCentrality measure (directed graph)
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 ↗Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40(1), 35–41. DOI ↗
Aliasdirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAdirected BC, digraph betweenness, asymmetric betweenness centrality, directed Freeman betweenness
Apparentées65
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.Directed Betweenness Centrality extends Freeman's classic betweenness measure to directed graphs, quantifying how often a node lies on the shortest directed paths between all other pairs of nodes. It identifies gatekeepers, brokers, and bottlenecks in asymmetric flows such as information cascades, citation networks, and organizational hierarchies.
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ScholarGateComparer des méthodes: Directed Multiplex Network Analysis · Directed Betweenness Centrality. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare