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Multilayer Network Diffusion Analysis×Sosial nettverksanalyse×
FagfeltNettverksanalyseNettverksanalyse
FamilieMachine learningMachine learning
Opprinnelsesår2013–20141934 (sociometry); 1994 (modern formalization)
OpphavspersonGomez, S. et al.; Boccaletti, S. et al.Moreno, J.L.; formalized by Wasserman & Faust
TypeNetwork diffusion modelStructural/relational analysis framework
Opprinnelig kildeGomez, 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 ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
Aliasmultiplex diffusion analysis, multilayer spreading analysis, cross-layer contagion analysis, diffusion on multiplex networksSNA, network analysis, sociometric analysis, relational analysis
Relaterte65
SammendragMultilayer 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.Social Network Analysis (SNA) is a structural method that maps and measures relationships and flows between people, groups, organizations, or other entities modeled as nodes connected by ties (edges). Rather than focusing on individual attributes, SNA reveals how the pattern of connections shapes behavior, influence, information flow, and outcomes within a system.
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ScholarGateSammenlign metoder: Multilayer Network Diffusion Analysis · Social Network Analysis. Hentet 2026-06-15 fra https://scholargate.app/no/compare