复杂网络中的SEIRS-U谣言传播模型
SEIRS-U rumor spreading model in complex networks
相较于流行病传播,谣言传播有一些独有的特点。大多数谣言不是客观存在的,是基于人的主观意愿产生的。针对这一问题,本文结合现实社交网络中管理员对网络中谣言的管制和限流,提出了一个名为SEIRS-U的新的谣言传播模型。通过理论和数值模拟,利用微分方程描述了模型在复杂网络中的动态传播,并且在复杂网络中进行谣言模拟仿真。通过对比实验验证了本文提出的模型的有效性。
ompared with the spread of epidemics, rumor spread has some unique characteristics. Most rumors do not exist objectively and are based on the subjective will of the person. In response to this problem, this paper proposes a new rumor spreading model called SEIRS-U, which combines the administrator\'s control and restriction of rumors in the network in real social networks. Through theoretical and numerical simulations, the dynamic propagation of the model in complex networks is described by themean-field equations, and rumor simulations are performed in complex networks. The effectiveness of the proposed model is verified by comparative experiments.
许钰堃、秦伯钦、张华、王华伟、李文敏
计算技术、计算机技术自动化基础理论数学
谣言传播复杂网络遗忘机制
Rumor spreading modelComplex networksForgetting mechanism
许钰堃,秦伯钦,张华,王华伟,李文敏.复杂网络中的SEIRS-U谣言传播模型[EB/OL].(2019-01-21)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201901-125.点此复制
评论