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Analýza vícevrstvých sítí×Analýza centrality×
OborAnalýza sítíAnalýza sítí
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2013–2014 (formal mathematical framework)1979
TvůrceKivelä et al. (2014); De Domenico et al. (2013)Linton C. Freeman
TypGraph-theoretic network modelDescriptive / exploratory network measure family
Původní zdrojKivelä, M. et al. (2014). Multilayer Networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Freeman, L.C. (1979). Centrality in Social Networks: Conceptual Clarification. Social Networks, 1(3), 215-239. DOI ↗
Další názvymultiplex network analysis, multiplex networks, Çok Katmanlı Ağ Analizi (Multiplex Networks)Merkeziyet Analizi (Degree, Betweenness, Eigenvector), node centrality, centrality measures, graph centrality
Příbuzné65
ShrnutíMultilayer network analysis is a graph-theoretic framework, formalised by Kivelä et al. (2014) and De Domenico et al. (2013), that represents the same set of nodes simultaneously across multiple relationship layers. Where a single-layer network collapses all relationships into one graph, the multilayer model preserves the distinct relational context of each layer — social platform, biological interaction type, or infrastructure tier — while also modelling how layers couple with each other through interlayer edges.Centrality 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.
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ScholarGatePorovnat metody: Multilayer Network Analysis · Centrality Analysis. Získáno 2026-06-15 z https://scholargate.app/cs/compare