方法对比

	Generalized Blockmodeling	Core-Periphery Analysis
领域	Sociology	Sociology
方法族	Process / pipeline	Process / pipeline
起源年份	2005	2000
提出者	Patrick Doreian, Vladimir Batagelj & Anuška Ferligoj	Stephen Borgatti & Martin Everett
类型	Direct optimization partition of a network into positions with typed blocks	Network partition into a dense core and a sparse periphery
开创性文献	Doreian, P., Batagelj, V., & Ferligoj, A. (2005). Generalized Blockmodeling. Cambridge University Press. ISBN: 978-0-521-84085-9	Borgatti, S. P., & Everett, M. G. (2000). Models of core/periphery structures. Social Networks, 21(4), 375–395.
别名	generalized blockmodel, direct blockmodeling, pre-specified blockmodeling, Doreian-Batagelj-Ferligoj blockmodeling	core/periphery model, Borgatti-Everett core-periphery, core-periphery structure detection, coreness analysis
相关	5	5
摘要	Generalized blockmodeling, developed by Doreian, Batagelj, and Ferligoj, partitions the actors of a network into positions and simultaneously characterizes the ties between positions as one of several allowed block types — null, complete, regular, dominant, and others. Rather than the indirect, two-step approach of computing equivalences and then clustering, it directly searches for the partition that minimizes the inconsistency between the observed network and an idealized block structure, optionally one the analyst pre-specifies from theory.	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.