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Analiza centralității×Analiza rezilienței și vulnerabilității rețelelor×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieProcess / pipelineProcess / pipeline
Anul apariției19792000
Autorul originalLinton C. FreemanAlbert, Jeong & Barabási
TipDescriptive / exploratory network measure familyNetwork robustness / vulnerability framework
Sursa seminalăFreeman, L.C. (1979). Centrality in Social Networks: Conceptual Clarification. Social Networks, 1(3), 215-239. DOI ↗Albert, R., Jeong, H. & Barabási, A.L. (2000). Error and attack tolerance of complex networks. Nature, 406, 378–382. DOI ↗
Denumiri alternativeMerkeziyet Analizi (Degree, Betweenness, Eigenvector), node centrality, centrality measures, graph centralitynetwork vulnerability analysis, attack tolerance analysis, Ağ Dayanıklılığı ve Güvenlik Açığı Analizi
Înrudite55
RezumatCentrality analysis is a family of network-analytic measures, formalized by Freeman (1979), that quantifies the structural importance of individual nodes within a graph. Each centrality index captures a distinct mechanism of influence: degree centrality reflects direct connectivity, betweenness centrality identifies nodes that broker information flow, closeness centrality captures proximity to all others, and eigenvector centrality (along with PageRank) rewards connection to highly connected neighbors.Network resilience and vulnerability analysis is an analytical framework, formalised by Albert, Jeong, and Barabási (2000), that measures how a network degrades functionally as nodes or edges are progressively removed. By running targeted-attack simulations — removing the highest-centrality nodes first — and random-failure simulations — removing nodes at uniform probability — the framework identifies which structural elements are critical to network integrity and where infrastructure is most exposed.
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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Centrality Analysis · Network Resilience Analysis. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare