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Bajezijanska analiza dvomodnih mreža×Analiza dvostrukih mreža×
OblastAnaliza mrežaAnaliza mreža
PorodicaMachine learningMachine learning
Godina nastanka1997–2010s1974
TvoracBorgatti & Everett (two-mode SNA); Bayesian extensions by multiple authorsBreiger, R. L.
TipProbabilistic network modelBipartite graph analysis
Temeljni izvorBorgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243–269. DOI ↗Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53(2), 181–190. DOI ↗
Drugi naziviBayesian bipartite network analysis, probabilistic two-mode network analysis, Bayesian affiliation network analysis, Bayesian two-mode SNAbipartite network analysis, affiliation network analysis, two-mode SNA, dual-projection network analysis
Srodne55
SažetakBayesian two-mode network analysis applies probabilistic Bayesian inference to bipartite (two-mode) networks — graphs linking two distinct sets of nodes such as actors and events, authors and papers, or consumers and products. By placing priors over tie probabilities and structural parameters, analysts obtain uncertainty estimates around centrality, community membership, and projection metrics rather than single-point estimates.Two-mode network analysis examines networks built from two distinct types of nodes — such as actors and events, authors and papers, or companies and board members — connected only across types. By analysing this bipartite structure directly or projecting it onto one-mode networks, researchers uncover affiliation patterns, shared memberships, and structural duality that are invisible in standard one-mode social network analysis.
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ScholarGateUporedite metode: Bayesian Two-Mode Network Analysis · Two-mode Network Analysis. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare