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Analiza kierunkowych sieci multipleksowych×Analiza dyfuzji w sieciach wielowarstwowych×
DziedzinaAnaliza sieciAnaliza sieci
RodzinaMachine learningMachine learning
Rok powstania2013–20142013–2014
TwórcaKivela, M.; De Domenico, M. et al.Gomez, S. et al.; Boccaletti, S. et al.
TypMulti-layer directed graph frameworkNetwork diffusion model
Źródło pierwotneKivela, 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 ↗Gomez, S., Diaz-Guilera, A., Gomez-Gardenes, J., Perez-Vicente, C. J., Moreno, Y., & Arenas, A. (2013). Diffusion dynamics on multiplex networks. Physical Review Letters, 110(2), 028701. DOI ↗
Inne nazwydirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAmultiplex diffusion analysis, multilayer spreading analysis, cross-layer contagion analysis, diffusion on multiplex networks
Pokrewne66
PodsumowanieDirected multiplex network analysis models systems where the same set of nodes are connected by multiple types of directed (asymmetric) relationships across distinct layers — such as citation flows, information cascades, or authority hierarchies co-existing simultaneously. It extends multiplex network analysis by preserving both layer identity and edge directionality, enabling richer structural and dynamic insights.Multilayer Network Diffusion Analysis models how information, disease, or influence spreads across a system composed of multiple, interconnected network layers. By coupling diffusion processes across layers — for instance social ties, transport routes, and online channels simultaneously — it reveals how cross-layer interactions accelerate or dampen spreading and lowers epidemic thresholds compared to single-layer models.
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ScholarGatePorównaj metody: Directed Multiplex Network Analysis · Multilayer Network Diffusion Analysis. Pobrano 2026-06-15 z https://scholargate.app/pl/compare