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이중 모드 네트워크 분석×Betweenness Centrality×
분야네트워크 분석네트워크 분석
계열Machine learningMachine learning
기원 연도19741977
창시자Breiger, R. L.Freeman, L. C.
유형Bipartite graph analysisCentrality measure
원전Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53(2), 181–190. DOI ↗Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40(1), 35–41. DOI ↗
별칭bipartite network analysis, affiliation network analysis, two-mode SNA, dual-projection network analysisFreeman betweenness, BC, geodesic betweenness, shortest-path betweenness
관련56
요약Two-mode network analysis examines networks built from two distinct types of nodes — such as actors and events, authors and papers, or companies and board members — connected only across types. By analysing this bipartite structure directly or projecting it onto one-mode networks, researchers uncover affiliation patterns, shared memberships, and structural duality that are invisible in standard one-mode social network analysis.Betweenness centrality, formalized by Linton C. Freeman in 1977, measures how often a node lies on the shortest path connecting every other pair of nodes in a network. High-betweenness nodes act as bridges or brokers: removing them fragments the network into disconnected components more severely than removing any other nodes.
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