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Multilayer Degree Centrality×Multilayer Betweenness Centrality×
VakgebiedNetwerkanalyseNetwerkanalyse
FamilieMachine learningMachine learning
Jaar van ontstaan2013–20142013–2014
GrondleggerKivelä, M.; De Domenico, M. et al.De Domenico, M.; Kivelä, M.; Arenas, A. et al.
TypeCentrality measure for multilayer networksCentrality measure (multilayer extension)
Oorspronkelijke bronKivelä, 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 degree, multiplex degree centrality, overlapping-layer degree centrality, MDCMBC, multilayer geodesic betweenness, tensorial betweenness centrality, interlayer betweenness centrality
Verwant65
SamenvattingMultilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.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 Degree Centrality · Multilayer Betweenness Centrality. Geraadpleegd op 2026-06-18 via https://scholargate.app/nl/compare