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Analiza Rețelelor Multiplex Dirijate×Analiza Difuziei în Rețele Multistrat×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieMachine learningMachine learning
Anul apariției2013–20142013–2014
Autorul originalKivela, M.; De Domenico, M. et al.Gomez, S. et al.; Boccaletti, S. et al.
TipMulti-layer directed graph frameworkNetwork diffusion model
Sursa seminalăKivela, 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 ↗
Denumiri alternativedirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAmultiplex diffusion analysis, multilayer spreading analysis, cross-layer contagion analysis, diffusion on multiplex networks
Înrudite66
RezumatDirected 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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ScholarGateCompară metode: Directed Multiplex Network Analysis · Multilayer Network Diffusion Analysis. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare