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Temporale Multiplex-Netzwerkanalyse×Multiplex-Netzwerkanalyse×
FachgebietNetzwerkanalyseNetzwerkanalyse
FamilieMachine learningMachine learning
Entstehungsjahr2012–20142014
UrheberKivela, M.; Holme, P.; Saramaki, J. (among foundational contributors)Kivela, M.; Boccaletti, S. et al.
TypStructural and dynamic network analysisStructural network model
Wegweisende QuelleKivela, 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 ↗
AliasnamenTMNA, time-varying multiplex network analysis, dynamic multiplex network analysis, temporal multilayer network analysismultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Verwandt56
ZusammenfassungTemporal multiplex network analysis studies relational systems in which actors are connected by multiple distinct types of relationships that all evolve over time. By simultaneously tracking layer heterogeneity and temporal dynamics, the method reveals how different interaction channels co-evolve, which actors hold persistent cross-layer influence, and how structural changes propagate across relationship types and time periods.Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.
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ScholarGateMethoden vergleichen: Temporal Multiplex Network Analysis · Multiplex Network Analysis. Abgerufen am 2026-06-15 von https://scholargate.app/de/compare