谣言
成对比较
订单(交换)
计算机科学
节点(物理)
应用数学
数学
统计物理学
计量经济学
物理
经济
人工智能
法学
政治学
财务
量子力学
作者
Shijie Liu,Donghua Zhao,Yongzheng Sun
出处
期刊:Chaos
[American Institute of Physics]
日期:2024-12-01
卷期号:34 (12)
摘要
This paper introduces a rumor propagation model with saturation incidence, based on hypergraph theory. Hypergraphs can capture the higher-order interactions between nodes in a social network, where the node degree is substituted with hyperdegree. First, the threshold for rumor spreading model is obtained, the global asymptotically stable of the rumor-free equilibrium, and the global attractive and global asymptotically stable of the rumor-prevailing equilibrium are proved. Then, we incorporate impulsive vaccination into the model to represent the guided effect, simulating the periodic educational activities organized by official institutions to counteract rumor dissemination. By employing the comparison theorem, the paper demonstrates the global attractiveness of the rumor-free periodic solution and the persistence of the model. Finally, through numerical simulations, the paper compares the effects of higher-order and pairwise interactions on rumor spreading, validating the theoretical conclusions. The results indicate that higher-order interactions can promote rumor spreading, while impulsive vaccination can effectively decrease the scale of rumor spreading.
科研通智能强力驱动
Strongly Powered by AbleSci AI