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Analiza Difuziei în Rețele Ponderate×Analiza rețelelor sociale ponderate×
DomeniuAnaliza rețelelorAnaliza rețelelor
FamilieMachine learningMachine learning
Anul apariției20042004–2010
Autorul originalBarrat, A.; Newman, M. E. J.Barrat, A.; Opsahl, T. et al.
TipNetwork diffusion modelNetwork analysis framework
Sursa seminalăBarrat, 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 ↗
Denumiri alternativeWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusionWeighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysis
Înrudite66
RezumatWeighted 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.
ScholarGateSet de date
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  2. 2 Surse
  3. PUBLISHED
  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Weighted Network Diffusion Analysis · Weighted Social Network Analysis. Preluat la 2026-06-17 de pe https://scholargate.app/ro/compare