论文标题

在学位相关网络上可解决的流行模型

Solvable epidemic model on degree-correlated networks

论文作者

Morita, Satoru

论文摘要

疾病和信息分布在社会和信息网络上。了解网络中的传播现象不仅需要注意程度分布,而且还要关注程度相关性。但是,被认为很难在分析上处理程度相关对扩散现象的影响。在这里,我们使用一种简单的方法介绍了学位相关性,并介绍了爆发阈值和基本繁殖数的理论公式。从理论上讲,我们阐明了度相关性的效果。

Disease and information spread over social and information networks. Understanding the spread phenomena in networks requires paying attention not only to the degree distribution but also to the degree correlation. However, it is considered difficult to analytically deal with the effect of degree correlation on spread phenomena. Here, we introduce degree correlation using a simple method and present the theoretical formulas of the outbreak threshold and basic reproduction number. We theoretically clarify the effect of the degree correlation.

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