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多層次数中心性×多重ネットワーク分析×
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2013–20142014
提唱者Kivelä, M.; De Domenico, M. et al.Kivela, M.; Boccaletti, S. et al.
種類Centrality measure for multilayer networksStructural network model
原典Kivelä, 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 ↗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 ↗
別名multilayer degree, multiplex degree centrality, overlapping-layer degree centrality, MDCmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
関連66
概要Multilayer degree centrality extends the classic degree centrality measure to networks composed of multiple layers — such as networks representing different types of social ties, communication channels, or relationship contexts simultaneously. It quantifies how many connections a node has across one or all layers, revealing nodes that are influential not just in a single context but across the entire multi-relational structure.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.
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ScholarGate手法を比較: Multilayer Degree Centrality · Multiplex Network Analysis. 2026-06-17に以下より取得 https://scholargate.app/ja/compare