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Multilayer Degree Centrality×Multilayer Closeness Centrality×
VakgebiedNetwerkanalyseNetwerkanalyse
FamilieMachine learningMachine learning
Jaar van ontstaan2013–20142013–2014
GrondleggerKivelä, M.; De Domenico, M. et al.Kivela, M. et al.; De Domenico, M. et al.
TypeCentrality measure for multilayer networksCentrality measure for multilayer networks
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 ↗Kivela, 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 ↗
Aliassenmultilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultilayer closeness, multi-layer closeness centrality, MLC, interlayer closeness 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 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.
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  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Multilayer Degree Centrality · Multilayer Closeness Centrality. Geraadpleegd op 2026-06-19 via https://scholargate.app/nl/compare