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多重ネットワーク分析×二部ネットワーク分析×
分野ネットワーク分析ネットワーク分析
系統Machine learningMachine learning
提唱年20141974
提唱者Kivela, M.; Boccaletti, S. et al.Breiger, R. L.
種類Structural network modelBipartite graph analysis
原典Kivela, M., Arenas, A., Barthelemy, M., Gleeson, J. P., Moreno, Y., & Porter, M. A. (2014). Multilayer networks. Journal of Complex Networks, 2(3), 203–271. DOI ↗Breiger, R. L. (1974). The duality of persons and groups. Social Forces, 53(2), 181–190. DOI ↗
別名multiplex networks, multi-layer network analysis, multilayer network analysis, MNAbipartite network analysis, affiliation network analysis, two-mode SNA, dual-projection network analysis
関連65
概要Multiplex network analysis studies systems where the same set of nodes is connected by multiple distinct types of relationships, each represented as a separate network layer. By analyzing layers simultaneously rather than in isolation, it reveals how different relation types interact, reinforce each other, or compensate for one another across the same actors or entities.Two-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.
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ScholarGate手法を比較: Multiplex Network Analysis · Two-mode Network Analysis. 2026-06-15に以下より取得 https://scholargate.app/ja/compare