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Analisis Rangkaian Temporal Berbobot×Analisis Penyebaran Rangkaian×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningMachine learning
Tahun asal2004–20121927 (epidemic roots); network formalization 1990s–2000s
PengasasHolme, P. & Saramaki, J. (temporal networks); Barrat et al. (weighted networks)Kermack, W. O. & McKendrick, A. G.
JenisNetwork analysis techniqueSimulation / analytical model
Sumber perintisHolme, 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 ↗
AliasWTNA, weighted time-varying network analysis, weighted dynamic network analysis, weighted evolving network analysisdiffusion on networks, information diffusion, contagion spreading model, network propagation model
Berkaitan65
RingkasanWeighted 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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ScholarGateBandingkan kaedah: Weighted Temporal Network Analysis · Network Diffusion Analysis. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare