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有向多重ネットワーク分析×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Kivela, M.; De Domenico, M. et al.Kivela, M.; Boccaletti, S. et al.
種類Multi-layer directed graph frameworkStructural network model
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 ↗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directed multilayer network analysis, directed multiplex graphs, asymmetric multiplex network analysis, DMNAmultiplex networks, multi-layer network analysis, multilayer network analysis, MNA
関連66
概要Directed multiplex network analysis models systems where the same set of nodes are connected by multiple types of directed (asymmetric) relationships across distinct layers — such as citation flows, information cascades, or authority hierarchies co-existing simultaneously. It extends multiplex network analysis by preserving both layer identity and edge directionality, enabling richer structural and dynamic insights.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: Directed Multiplex Network Analysis · Multiplex Network Analysis. 2026-06-15に以下より取得 https://scholargate.app/ja/compare