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Centralitatea eigenvector direcționată×Analiza rețelelor sociale direcționate×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieMachine learningMachine learning
Anul apariției1972–19871994
Autorul originalBonacich, P.Wasserman, S. & Faust, K.
TipCentrality measure (eigenvector-based, directed)Structural analysis of directed graphs
Sursa seminalăBonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. DOI ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
Denumiri alternativedirected EC, asymmetric eigenvector centrality, right eigenvector centrality, left eigenvector centralitydirected SNA, digraph analysis, directed graph network analysis, asymmetric network analysis
Înrudite55
RezumatDirected eigenvector centrality extends the classic eigenvector centrality to directed graphs by scoring each node according to the centrality of the nodes that point to it (in-direction) or that it points to (out-direction). A node earns a high score not merely by having many connections but by being connected to other highly central nodes, capturing asymmetric influence in citation networks, social hierarchies, and information flows.Directed 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.
ScholarGateSet de date
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  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Directed Eigenvector Centrality · Directed Social Network Analysis. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare