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Analisi di Reti Temporali Pesate×Analisi di Diffusione su Reti Pesate×
CampoAnalisi delle retiAnalisi delle reti
FamigliaMachine learningMachine learning
Anno di origine2004–20122004
IdeatoreHolme, P. & Saramaki, J. (temporal networks); Barrat et al. (weighted networks)Barrat, A.; Newman, M. E. J.
TipoNetwork analysis techniqueNetwork diffusion model
Fonte seminaleHolme, 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 ↗
AliasWTNA, weighted time-varying network analysis, weighted dynamic network analysis, weighted evolving network analysisWNDA, weighted diffusion process, edge-weighted spreading analysis, weighted information diffusion
Correlati66
SintesiWeighted 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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ScholarGateConfronta i metodi: Weighted Temporal Network Analysis · Weighted Network Diffusion Analysis. Consultato il 2026-06-15 da https://scholargate.app/it/compare