Detecting communities in networks using a Bayesian nonparametric method

DOI10.1142/S0217979214501999zbMath1301.90010OpenAlexW2043272638MaRDI QIDQ2934143

Zhenwen Wang, Shengze Hu

Publication date: 8 December 2014

Published in: International Journal of Modern Physics B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0217979214501999

zbMATH Keywords

networkscommunitiesgenerative modelsBayesian nonparametric method

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Social networks; opinion dynamics (91D30) Bayesian inference (62F15) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Deterministic network models in operations research (90B10)

Uses Software

• GraphBase
• PRMLT

Cites Work

• Overlapping community detection using a generative model for networks
• Emergence of Scaling in Random Networks
• Mixture models and exploratory analysis in networks
• Community structure in social and biological networks
• Efficient discovery of overlapping communities in massive networks
• Collective dynamics of ‘small-world’ networks
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