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Analýza difúzie vo vážených sieťach×Vážená analýza sociálnych sietí×
OdborAnalýza sietíAnalýza sietí
RodinaMachine learningMachine learning
Rok vzniku20042004–2010
TvorcaBarrat, A.; Newman, M. E. J.Barrat, A.; Opsahl, T. et al.
TypNetwork diffusion modelNetwork analysis framework
Pôvodný zdrojBarrat, 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 ↗
Ďalšie názvyWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusionWeighted SNA, valued network analysis, tie-strength network analysis, weighted graph analysis
Príbuzné66
ZhrnutieWeighted 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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ScholarGatePorovnať metódy: Weighted Network Diffusion Analysis · Weighted Social Network Analysis. Získané 2026-06-17 z https://scholargate.app/sk/compare