ScholarGate
Βοηθός

Σύγκριση μεθόδων

Εξετάστε τις επιλεγμένες μεθόδους δίπλα-δίπλα· οι γραμμές που διαφέρουν επισημαίνονται.

Πολυεπίπεδη Κεντρικότητα Παρεμβολής×Ανίχνευση Κοινοτήτων Πολλαπλών Επιπέδων×
ΠεδίοΑνάλυση ΔικτύωνΑνάλυση Δικτύων
ΟικογένειαMachine learningMachine learning
Έτος προέλευσης2013–20142010–2014
ΔημιουργόςDe Domenico, M.; Kivelä, M.; Arenas, A. et al.Mucha, P. J. et al.; Kivela, M. et al.
ΤύποςCentrality measure (multilayer extension)Community detection algorithm for multilayer networks
Θεμελιώδης πηγήDe 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 ↗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 ↗
Εναλλακτικές ονομασίεςMBC, multilayer geodesic betweenness, tensorial betweenness centrality, interlayer betweenness centralitymultilayer clustering, multiplex community detection, cross-layer community detection, MCD
Συναφείς55
ΣύνοψηMultilayer 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.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.
ScholarGateΣύνολο δεδομένων
  1. v1
  2. 2 Πηγές
  3. PUBLISHED
  1. v1
  2. 2 Πηγές
  3. PUBLISHED

Μετάβαση στην αναζήτηση Λήψη διαφανειών

ScholarGateΣύγκριση μεθόδων: Multilayer Betweenness Centrality · Multilayer Community Detection. Ανακτήθηκε στις 2026-06-18 από https://scholargate.app/el/compare