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Analiza difuzije na višeslojnim mrežama×Analiza mrežne difuzije×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka2013–20141927 (epidemic roots); network formalization 1990s–2000s
TvoracGomez, S. et al.; Boccaletti, S. et al.Kermack, W. O. & McKendrick, A. G.
VrstaNetwork diffusion modelSimulation / analytical model
Temeljni izvorGomez, 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 ↗Kermack, W. O. & McKendrick, A. G. (1927). A contribution to the mathematical theory of epidemics. Proceedings of the Royal Society of London A, 115(772), 700–721. DOI ↗
Drugi nazivimultiplex diffusion analysis, multilayer spreading analysis, cross-layer contagion analysis, diffusion on multiplex networksdiffusion on networks, information diffusion, contagion spreading model, network propagation model
Srodne65
SažetakMultilayer 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.Network diffusion analysis models how information, diseases, behaviors, or innovations spread across a graph of nodes and edges. Drawing on classical epidemic theory (SI, SIR, SIS) and modern network science, it tracks which nodes become infected, how quickly, and whether the spread reaches a global cascade or dies out locally.
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ScholarGateUsporedite metode: Multilayer Network Diffusion Analysis · Network Diffusion Analysis. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare