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Težinska vremenska analiza mreža×Analiza mrežne difuzije×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka2004–20121927 (epidemic roots); network formalization 1990s–2000s
TvoracHolme, P. & Saramaki, J. (temporal networks); Barrat et al. (weighted networks)Kermack, W. O. & McKendrick, A. G.
VrstaNetwork analysis techniqueSimulation / analytical model
Temeljni izvorHolme, P. & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI ↗Kermack, W. O. & McKendrick, A. G. (1927). A contribution to the mathematical theory of epidemics. Proceedings of the Royal Society of London A, 115(772), 700–721. DOI ↗
Drugi naziviWTNA, weighted time-varying network analysis, weighted dynamic network analysis, weighted evolving network analysisdiffusion on networks, information diffusion, contagion spreading model, network propagation model
Srodne65
SažetakWeighted 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.Network diffusion analysis models how information, diseases, behaviors, or innovations spread across a graph of nodes and edges. Drawing on classical epidemic theory (SI, SIR, SIS) and modern network science, it tracks which nodes become infected, how quickly, and whether the spread reaches a global cascade or dies out locally.
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ScholarGateUsporedite metode: Weighted Temporal Network Analysis · Network Diffusion Analysis. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare