Machine learningNetwork science
网络扩散分析
网络扩散分析模拟信息、疾病、行为或创新如何在节点和边的图上扩散。它借鉴了经典的流行病理论（SI、SIR、SIS）和现代网络科学，追踪哪些节点被感染、感染速度如何以及传播是否会达到全球级联或局部消退。
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来源
- Kermack, W. O. & McKendrick, A. G. (1927). A contribution to the mathematical theory of epidemics. Proceedings of the Royal Society of London A, 115(772), 700–721. DOI: 10.1098/rspa.1927.0118 ↗
- Watts, D. J. & Strogatz, S. H. (1998). Collective dynamics of 'small-world' networks. Nature, 393, 440–442. DOI: 10.1038/30918 ↗
如何引用本页
ScholarGate. (2026, June 3). Network Diffusion Analysis (Spread and Propagation on Graphs). ScholarGate. https://scholargate.app/zh/network-analysis/network-diffusion-analysis
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