ScholarGate
Assistant

Comparer des méthodes

Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.

Centralité de Proximité Multicouche×Centralité d'intermédiarité multicouche×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2013–20142013–2014
Auteur d'origineKivela, 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)
Source fondatriceKivela, 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 ↗
Aliasmultilayer closeness, multi-layer closeness centrality, MLC, interlayer closeness centralityMBC, multilayer geodesic betweenness, tensorial betweenness centrality, interlayer betweenness centrality
Apparentées55
RésuméMultilayer 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.
ScholarGateJeu de données
  1. v1
  2. 2 Sources
  3. PUBLISHED
  1. v1
  2. 2 Sources
  3. PUBLISHED

Aller à la recherche Télécharger les diapositives

ScholarGateComparer des méthodes: Multilayer Closeness Centrality · Multilayer Betweenness Centrality. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare