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Centralitate de Apropiere Multistrat×Detecția de comunități multistrat×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieMachine learningMachine learning
Anul apariției2013–20142010–2014
Autorul originalKivela, M. et al.; De Domenico, M. et al.Mucha, P. J. et al.; Kivela, M. et al.
TipCentrality measure for multilayer networksCommunity detection algorithm for multilayer networks
Sursa seminalăKivela, 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 ↗
Denumiri alternativemultilayer closeness, multi-layer closeness centrality, MLC, interlayer closeness centralitymultilayer clustering, multiplex community detection, cross-layer community detection, MCD
Înrudite55
RezumatMultilayer 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 community detection identifies groups of nodes that are densely connected across multiple types of relationships simultaneously. By coupling layers of a network — such as friendship, advice, and collaboration ties — it finds communities that are coherent not just within one relation type but across all of them, revealing structure that single-layer analysis would miss.
ScholarGateSet de date
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  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Multilayer Closeness Centrality · Multilayer Community Detection. Preluat la 2026-06-19 de pe https://scholargate.app/ro/compare