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Analyse des réseaux sociaux multicouches×Analyse de réseaux bipartis×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine20141974
Auteur d'origineKivela, M.; Boccaletti, S. et al.Breiger, R. L.
TypeStructural network analysis frameworkBipartite 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 ↗Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53(2), 181–190. DOI ↗
AliasMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysisbipartite network analysis, affiliation network analysis, two-mode SNA, dual-projection network analysis
Apparentées65
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.Two-mode network analysis examines networks built from two distinct types of nodes — such as actors and events, authors and papers, or companies and board members — connected only across types. By analysing this bipartite structure directly or projecting it onto one-mode networks, researchers uncover affiliation patterns, shared memberships, and structural duality that are invisible in standard one-mode social network analysis.
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ScholarGateComparer des méthodes: Multilayer Social Network Analysis · Two-mode Network Analysis. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare