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Analyse des réseaux sociaux orientés×Détection dirigée de communautés×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine19942008
Auteur d'origineWasserman, S. & Faust, K.Leicht, E. A. & Newman, M. E. J.; Rosvall, M. & Bergstrom, C. T.
TypeStructural analysis of directed graphsGraph partitioning / modularity optimization
Source fondatriceWasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1Leicht, E. A. & Newman, M. E. J. (2008). Community structure in directed networks. Physical Review Letters, 100(11), 118703. DOI ↗
Aliasdirected SNA, digraph analysis, directed graph network analysis, asymmetric network analysisdirected graph clustering, community detection in digraphs, directed modularity optimization, directed network partitioning
Apparentées56
RésuméDirected Social Network Analysis (directed SNA) studies networks in which every tie has an explicit direction — from a sender to a receiver — rather than treating relationships as symmetric. It extends the classical SNA toolkit with in-degree, out-degree, reciprocity, and asymmetric path measures, making it the appropriate framework wherever relationship direction carries substantive meaning, such as citation flows, advice-seeking, follower graphs, or information cascades.Directed community detection identifies densely interconnected groups of nodes in a directed network, accounting for the asymmetry of edges (e.g., A follows B does not imply B follows A). Adapting modularity or flow-based criteria to directed graphs reveals clusters that undirected methods systematically miss, making it essential for citation networks, follower graphs, and biological regulatory pathways.
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ScholarGateComparer des méthodes: Directed Social Network Analysis · Directed Community Detection. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare