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 de proximité×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine2013–20141950 (formalized 1979)
Auteur d'origineKivela, M. et al.; De Domenico, M. et al.Bavelas, A.; formalized by Freeman, L. C.
TypeCentrality measure for multilayer networksNode-level centrality index
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 ↗Freeman, L. C. (1979). Centrality in social networks: Conceptual clarification. Social Networks, 1(3), 215–239. DOI ↗
Aliasmultilayer closeness, multi-layer closeness centrality, MLC, interlayer closeness centralitycloseness, farness-based centrality, geodesic closeness, normalized closeness centrality
Apparentées56
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.Closeness centrality measures how quickly a node can reach all others in a network by computing the inverse of its average shortest-path distance to every other node. First described by Bavelas (1950) and formally unified by Freeman (1979), it identifies nodes that can spread information or resources efficiently across the entire graph — not merely nodes with many direct contacts.
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 · Closeness Centrality. Consulté le 2026-06-19 sur https://scholargate.app/fr/compare