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Analýza difúze na vážených sítích×Analýza multiplexních sítí×
OborAnalýza sítíAnalýza sítí
RodinaMachine learningMachine learning
Rok vzniku20042014
TvůrceBarrat, A.; Newman, M. E. J.Kivela, M.; Boccaletti, S. et al.
TypNetwork diffusion modelStructural network model
Původní zdrojBarrat, A., Barthelemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. 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 názvyWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusionmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
Příbuzné66
ShrnutíWeighted Network Diffusion Analysis models how information, influence, disease, or resources spread through a network whose edges carry quantitative strength values. By letting tie weights govern transition probabilities, the method produces more realistic spreading dynamics than binary-edge diffusion, revealing which high-traffic pathways dominate propagation in social, biological, and information networks.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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ScholarGatePorovnat metody: Weighted Network Diffusion Analysis · Multiplex Network Analysis. Získáno 2026-06-15 z https://scholargate.app/cs/compare