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Core-Periphery Analysis×社会网络分析×
领域Sociology网络分析
方法族Process / pipelineMachine learning
起源年份20001934 (sociometry); 1994 (modern formalization)
提出者Stephen Borgatti & Martin EverettMoreno, J.L.; formalized by Wasserman & Faust
类型Network partition into a dense core and a sparse peripheryStructural/relational analysis framework
开创性文献Borgatti, S. P., & Everett, M. G. (2000). Models of core/periphery structures. Social Networks, 21(4), 375–395. DOI ↗Wasserman, S. & Faust, K. (1994). Social Network Analysis: Methods and Applications. Cambridge University Press. ISBN: 978-0-521-38707-1
别名core/periphery model, Borgatti-Everett core-periphery, core-periphery structure detection, coreness analysisSNA, network analysis, sociometric analysis, relational analysis
相关55
摘要Core/periphery analysis partitions a network into a densely interconnected core of actors and a sparse periphery whose members connect to the core but not to one another. Formalized by Borgatti and Everett, the method fits the observed adjacency matrix to an idealized block pattern — a fully connected core block, an empty periphery block, and core–periphery blocks of intermediate density — to test whether and how strongly a network exhibits this canonical mesoscale structure.Social Network Analysis (SNA) is a structural method that maps and measures relationships and flows between people, groups, organizations, or other entities modeled as nodes connected by ties (edges). Rather than focusing on individual attributes, SNA reveals how the pattern of connections shapes behavior, influence, information flow, and outcomes within a system.
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ScholarGate方法对比: Core-Periphery Analysis · Social Network Analysis. 于 2026-06-24 检索自 https://scholargate.app/zh/compare