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RodinaMachine learningMachine learning
Rok vzniku2004–20122004
TvorcaHolme, P. & Saramaki, J. (temporal networks); Barrat et al. (weighted networks)Barrat, A.; Newman, M. E. J.
TypNetwork analysis techniqueNetwork diffusion model
Pôvodný zdrojHolme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗Barrat, 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 ↗
Ďalšie názvyWTNA, weighted time-varying network analysis, weighted dynamic network analysis, weighted evolving network analysisWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusion
Príbuzné66
ZhrnutieWeighted temporal network analysis studies networks whose edges carry numerical weights — representing interaction strength, frequency, or intensity — and whose structure changes over time. It combines the time-varying perspective of temporal network analysis with the quantitative precision of weighted graph metrics, revealing not only when connections exist but how strong they are at each moment.Weighted 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.
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ScholarGatePorovnať metódy: Weighted Temporal Network Analysis · Weighted Network Diffusion Analysis. Získané 2026-06-17 z https://scholargate.app/sk/compare