吉林大学学报(理学版) ›› 2025, Vol. 63 ›› Issue (4): 1018-1024.

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 具有口碑效应的信息传播动力学模型分析

张梦瑶, 侯强   

  1. 中北大学 数学学院, 太原 030051
  • 收稿日期:2024-11-23 出版日期:2025-07-26 发布日期:2025-07-26
  • 通讯作者: 侯强 E-mail:houqiang200207@163.com

Analysis of Information Communication Dynamics Model with Word-of-Mouth Effect

ZHANG Mengyao, HOU Qiang   

  1. School of Mathematics, North University of China, Taiyuan 030051, China
  • Received:2024-11-23 Online:2025-07-26 Published:2025-07-26

摘要: 针对产品口碑传播的规律, 建立多阶段动力学模型反映产品口碑的传播特点. 首先, 利用定性和稳定性理论, 分析模型平衡点的存在性和稳定性, 并给出后向分支存在的条件;其次, 用Lyapunov函数证明a=0时模型的无信息平衡点和正平衡点的全局渐近稳定性; 最后, 通过数值模拟发现模型会发生鞍结点分支、 Hopf分支、 B-T分支和退化的Hopf分支. 结果表明, 产品购买者与产品口碑积极传播者的耦合作用对口碑传播的动态过程有显著影响.

关键词: 口碑传播, 基本再生数, 后向分支, 稳定性

Abstract: We established a multi-stage dynamic model to reflect the  characteristics of product  word-of-mouth communication based on  the laws of product word-of-mouth communication. Firstly, using qualitative analysis and stability theory, we analyzed the existence and stability of the model’s equilibrium points, and gave the conditions for the existence of backward bifurcation. Secondly, the Lyapunov function was used to demonstrate the global asymptotic stability of  the model’s information-free equilibrium point and the positive equilibrium point when a=0.  Finally, we  found  that the model  underwent saddle-node bifurcation, Hopf bifurcation, B-T bifurcation, and degenerate Hopf bifurcation through numerical simulation. The results show  that the coupling effect between product buyers and active disseminators of product word-of-mouth has a significant effect on the dynamic process of word-of-mouth communication.

Key words: word-of-mouth communication, basic reproduction number, backward bifurcation, stability

中图分类号: 

  • O175.1