ScholarGate
Asistent

Porovnat metody

Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.

Analýza vícevrstvých časových sítí×Detekce komunit ve vícevrstvých sítích×
OborAnalýza sítíAnalýza sítí
RodinaMachine learningMachine learning
Rok vzniku2012–20142010–2014
TvůrceKivela, M. et al.; Holme, P. & Saramaki, J.Mucha, P. J. et al.; Kivela, M. et al.
TypNetwork analysis frameworkCommunity detection algorithm for multilayer networks
Původní zdrojKivela, 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 ↗
Další názvyMTNA, temporal multilayer network analysis, time-varying multilayer network analysis, dynamic multilayer network analysismultilayer clustering, multiplex community detection, cross-layer community detection, MCD
Příbuzné45
ShrnutíMultilayer temporal network analysis studies relational systems in which nodes interact through multiple distinct types of ties that all evolve over time. By modeling each relationship type as a separate layer and tracking how those layers change across time snapshots, the method reveals how cross-layer dynamics and temporal patterns jointly shape information flow, influence spread, and community structure.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.
ScholarGateDatová sada
  1. v1
  2. 2 Zdroje
  3. PUBLISHED
  1. v1
  2. 2 Zdroje
  3. PUBLISHED

Přejít na hledání Stáhnout prezentaci

ScholarGatePorovnat metody: Multilayer Temporal Network Analysis · Multilayer Community Detection. Získáno 2026-06-17 z https://scholargate.app/cs/compare