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Analiza usmjerenih multipleksnih mreža×Analiza difuzije na višeslojnim mrežama×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka2013–20142013–2014
TvoracKivela, M.; De Domenico, M. et al.Gomez, S. et al.; Boccaletti, S. et al.
VrstaMulti-layer directed graph frameworkNetwork diffusion model
Temeljni izvorKivela, 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 ↗
Drugi nazividirected multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAmultiplex diffusion analysis, multilayer spreading analysis, cross-layer contagion analysis, diffusion on multiplex networks
Srodne66
SažetakDirected 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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ScholarGateUsporedite metode: Directed Multiplex Network Analysis · Multilayer Network Diffusion Analysis. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare