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العائلةMachine learningMachine learning
سنة النشأة20141927 (epidemic roots); network formalization 1990s–2000s
صاحب الطريقةKivela, M.; Boccaletti, S. et al.Kermack, W. O. & McKendrick, A. G.
النوعStructural network modelSimulation / analytical model
المصدر التأسيسيKivela, 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 ↗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 ↗
الأسماء البديلةmultiplex networks, multi-layer network analysis, multilayer network analysis, MNAdiffusion on networks, information diffusion, contagion spreading model, network propagation model
ذات صلة65
الملخصMultiplex 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.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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ScholarGateقارن الطرق: Multiplex Network Analysis · Network Diffusion Analysis. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare