Machine learningNetwork science
时序多重网络分析
时序多重网络分析研究的是关系系统,其中行动者通过多种不同类型的关系相互连接,并且这些关系都随时间演变。通过同时追踪层异质性和时间动态,该方法揭示了不同交互渠道如何共同演化,哪些行动者拥有持久的跨层影响力,以及结构变化如何跨关系类型和时间段传播。
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来源
- 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: 10.1093/comnet/cnu016 ↗
- Holme, P., & Saramaki, J. (2012). Temporal networks. Physics Reports, 519(3), 97–125. DOI: 10.1016/j.physrep.2012.03.001 ↗
如何引用本页
ScholarGate. (2026, June 3). Temporal Multiplex Network Analysis (Time-varying Multi-layer Network Analysis). ScholarGate. https://scholargate.app/zh/network-analysis/temporal-multiplex-network-analysis
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