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k-Core Decomposition

k-Core Decomposition is a graph-theoretic method that partitions the vertices of a network into a nested sequence of subgraphs called k-cores. A k-core is the maximal subgraph in which every vertex has at least k neighbors within that subgraph. Introduced by Stephen B. Seidman in 1983, the method assigns each vertex a coreness number that captures its structural centrality relative to the local connectivity of the graph.

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k-Core Decomposition of Networks

Taksonoomiline meetodikirje · process-pipeline / network-analysis

Seidman, S. B. (1983). Network structure and minimum degree. Social Networks, 5(3), 269–287. · DOI 10.1016/0378-8733(83)90028-X

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Same method familyCentrality Analysismachine-suggested · Relational suggestion, not evidence.Same method familyCommunity Detectionmachine-suggested · Relational suggestion, not evidence.Used in the same domainPageRankmachine-suggested · Relational suggestion, not evidence.