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Model Blok Rawak Stokastik Dinamik×Analisis Rangkaian Temporal×
BidangAnalisis RangkaianAnalisis Rangkaian
KeluargaMachine learningProcess / pipeline
Tahun asal20112012
PengasasYang, T.; Chi, Y.; Zhu, S.; Gong, Y.; Jin, R.Holme & Saramäki (2012) — seminal framework
JenisGenerative probabilistic modelDynamic graph analysis
Sumber perintisYang, T., Chi, Y., Zhu, S., Gong, Y., & Jin, R. (2011). Detecting communities and their evolutions in dynamic social networks — a Bayesian approach. Machine Learning, 82(2), 157–189. DOI ↗Holme, P. & Saramäki, J. (2012). Temporal Networks. Physics Reports, 519(3), 97-125. DOI ↗
AliasDSBM, dynamic SBM, time-varying stochastic block model, temporal block modeldynamic network analysis, time-varying network analysis, Zamansal Ağ Analizi (Temporal / Dynamic Networks)
Berkaitan53
RingkasanThe Dynamic Stochastic Block Model (DSBM) is a generative probabilistic framework that extends the static stochastic block model to networks observed across multiple time points. It jointly models community membership and community evolution, allowing researchers to detect and track latent groups and their structural changes over time in longitudinal network data.Temporal network analysis, formalised by Holme and Saramäki in their landmark 2012 Physics Reports survey, is the study of networks in which edges appear and disappear over time. Rather than collapsing all contacts into a single static graph, the approach preserves the precise timing of interactions — whether as contact sequences, time-stamped event lists, or windowed snapshots — and uses that timing to track how influence, disease, or information can actually propagate through the system.
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ScholarGateBandingkan kaedah: Dynamic Stochastic Block Model · Temporal Network Analysis. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare