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Analyse de la diffusion sur réseaux pondérés×Analyse des réseaux sociaux pondérés×
DomaineAnalyse de réseauxAnalyse de réseaux
FamilleMachine learningMachine learning
Année d'origine20042004–2010
Auteur d'origineBarrat, A.; Newman, M. E. J.Barrat, A.; Opsahl, T. et al.
TypeNetwork diffusion modelNetwork analysis framework
Source fondatriceBarrat, A., Barthelemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗Barrat, A., Barthélemy, M., Pastor-Satorras, R., & Vespignani, A. (2004). The architecture of complex weighted networks. Proceedings of the National Academy of Sciences, 101(11), 3747–3752. DOI ↗
AliasWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusionWeighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysis
Apparentées66
RésuméWeighted Network Diffusion Analysis models how information, influence, disease, or resources spread through a network whose edges carry quantitative strength values. By letting tie weights govern transition probabilities, the method produces more realistic spreading dynamics than binary-edge diffusion, revealing which high-traffic pathways dominate propagation in social, biological, and information networks.Weighted Social Network Analysis extends classical SNA by assigning numeric values — weights — to ties between actors, capturing tie strength, interaction frequency, or resource flow. Rather than treating all connections as equal, it reveals who holds privileged positions by virtue of the intensity, not merely the existence, of their relationships.
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ScholarGateComparer des méthodes: Weighted Network Diffusion Analysis · Weighted Social Network Analysis. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare