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Centralité de degré multicouche×Analyse de réseaux multiplex×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2013–20142014
Auteur d'origineKivelä, M.; De Domenico, M. et al.Kivela, M.; Boccaletti, S. et al.
TypeCentrality measure for multilayer networksStructural network model
Source fondatriceKivelä, 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 ↗
Aliasmultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Apparentées66
RésuméMultilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateComparer des méthodes: Multilayer Degree Centrality · Multiplex Network Analysis. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare