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Bayesian Two-Mode Network Analysis/证据
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Bayesian Two-Mode Network Analysis

Bayesian 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.

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源记录

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Bayesian Two-Mode (Bipartite) Network Analysis
分类方法记录 · ml-model / network-analysis
  • Borgatti, S. P., & Everett, M. G. (1997). Network analysis of 2-mode data. Social Networks, 19(3), 243–269. · DOI 10.1016/S0378-8733(96)00301-2
  • Latouche, P., Birmele, E., & Ambroise, C. (2011). Overlapping stochastic block models with application to the French political blogosphere. Annals of Applied Statistics, 5(1), 309–336. · DOI 10.1214/10-AOAS382
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Taxonomic bucketBayesian Community Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian Social Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultilayer Two-Mode Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTwo-mode Network Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeighted Two-Mode Network Analysismachine-suggested · Relational suggestion, not evidence.

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