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Multilayer Closeness Centrality×Multilayer Betweenness Centrality×
VakgebiedNetwerkanalyseNetwerkanalyse
FamilieMachine learningMachine learning
Jaar van ontstaan2013–20142013–2014
GrondleggerKivela, M. et al.; De Domenico, M. et al.De Domenico, M.; Kivelä, M.; Arenas, A. et al.
TypeCentrality measure for multilayer networksCentrality measure (multilayer extension)
Oorspronkelijke bronKivela, 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 ↗De Domenico, M., Solé-Ribalta, A., Cozzo, E., Kivelä, M., Moreno, Y., Porter, M. A., Gómez, S., & Arenas, A. (2013). Mathematical formulation of multilayer networks. Physical Review X, 3(4), 041022. DOI ↗
Aliassenmultilayer closeness, multi-layer closeness centrality, MLC, interlayer closeness centralityMBC, multilayer geodesic betweenness, tensorial betweenness centrality, interlayer betweenness centrality
Verwant55
SamenvattingMultilayer closeness centrality extends the classical closeness centrality measure to networks that contain multiple types of relationships or interaction contexts (layers). Rather than treating each layer in isolation, it computes how quickly a node can reach all others by traversing any combination of available layers, revealing nodes that are structurally efficient connectors across the full network system.Multilayer betweenness centrality extends the classical betweenness measure to networks with multiple types of relationships — or layers — by computing how often a node lies on shortest paths that can traverse any layer or switch between layers. It identifies brokers and bridges whose influence spans distinct interaction domains simultaneously.
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ScholarGateMethoden vergelijken: Multilayer Closeness Centrality · Multilayer Betweenness Centrality. Geraadpleegd op 2026-06-18 via https://scholargate.app/nl/compare