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Dinamički stohastički blok model×Dinamično otkrivanje zajednica×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka20112010 (key formalization); earlier work 2002–2009
TvoracYang, T.; Chi, Y.; Zhu, S.; Gong, Y.; Jin, R.Mucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)
VrstaGenerative probabilistic modelGraph clustering / community discovery
Temeljni izvorYang, 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 ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
Drugi naziviDSBM, dynamic SBM, time-varying stochastic block model, temporal block modelDCD, temporal community detection, evolving community detection, dynamic graph clustering
Srodne55
SažetakThe 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.Dynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.
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ScholarGateUsporedite metode: Dynamic Stochastic Block Model · Dynamic Community Detection. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare