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多重ネットワーク分析×多層ソーシャルネットワーク分析×
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20142014
提唱者Kivela, M.; Boccaletti, S. et al.Kivela, M.; Boccaletti, S. et al.
種類Structural network modelStructural network analysis framework
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multiplex networks, multi-layer network analysis, multilayer network analysis, MNAMSNA, multiplex network analysis, multilayer network analysis, interconnected network analysis
関連66
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.Multilayer social network analysis extends classical single-layer network methods to settings where actors are connected through multiple, distinct types of ties — such as friendship, professional collaboration, and online interaction — simultaneously. By modeling each type of relationship as a separate layer and explicitly representing connections across layers, it captures structural complexity that a single aggregated network would hide.
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ScholarGate手法を比較: Multiplex Network Analysis · Multilayer Social Network Analysis. 2026-06-17に以下より取得 https://scholargate.app/ja/compare