DYNAMIC ANALYSIS OF A RUMOR PROPAGATION MODEL

被引:0
|
作者
Ma, Rui [1 ]
Ma, Zhuanting [2 ]
Yang, Baojun [3 ]
机构
[1] North Minzu Univ, Sch Management, Wenchang St, Yinchuan 750021, Ningxia, Peoples R China
[2] North Minzu Univ, Sch Math & Informat Sci, Wenchang St, Yinchuan 750021, Ningxia, Peoples R China
[3] North Minzu Univ, Sch Business, Wenchang St, Yinchuan 750021, Ningxia, Peoples R China
关键词
Equilibrium points; Rumor; Stability; Threshold;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Rumor propagation rapidly and can cause significant damage. Based on the premise of a rumor management mechanism, this study analyzes the propagation rules among latent disseminators, disseminators, and non- disseminators. We have crafted a rumor propagation model and have established the presence of an equilibrium state within it. Additionally, we have analyzed the local and global stability of this equilibrium, as well as determined the model's propagation threshold. By determining the equilibrium point of the model, we examine the link between this issue and the crisis's progression pattern, and derive the threshold R0. The propagation-free equilibrium is stable within a certain range when R0 < 1, and propagation exhibits a downward trend until it ultimately subsides. Subsequently, the factors affecting the threshold R0 are investigated through numerical experiments. Finally, the influence of these factors on the development trend of rumor is analyzed in detail. This research can help authorities understand the principles of propagation and offer guidance.
引用
收藏
页码:63 / 76
页数:14
相关论文
共 50 条
  • [21] Dynamic analysis of the IFCD rumor propagation model under stochastic disturbance on heterogeneous networks
    Tong, Xinru
    Jiang, Haijun
    Qiu, Jianlong
    Luo, Xupeng
    Chen, Shanshan
    CHAOS SOLITONS & FRACTALS, 2023, 173
  • [22] Rumor Detection Model Based on Dynamic Propagation and Community Structure
    Qiang, Zishan
    Gu, Yijun
    Computer Engineering and Applications, 2024, 60 (18) : 198 - 207
  • [23] Dynamic 8-state ICSAR rumor propagation model considering official rumor refutation
    Huang, H. (hhong@mail.tsinghua.edu.cn), 1600, Elsevier B.V. (415):
  • [24] Dynamic 8-state ICSAR rumor propagation model considering official rumor refutation
    Zhang, Nan
    Huang, Hong
    Su, Boni
    Zhao, Jinlong
    Zhang, Bo
    Physica A: Statistical Mechanics and its Applications, 2014, 415 : 333 - 346
  • [25] Dynamic 8-state ICSAR rumor propagation model considering official rumor refutation
    Zhang, Nan
    Huang, Hong
    Su, Boni
    Zhao, Jinlong
    Zhang, Bo
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 415 : 333 - 346
  • [26] The analysis of an SEIR rumor propagation model on heterogeneous network
    Liu, Qiming
    Li, Tao
    Sun, Meici
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 469 : 372 - 380
  • [27] Dynamic analysis of the rumor propagation model with consideration of the refutation mechanism and activity rate in multiplex networks
    Huo, Liang'an
    Zhang, Yuqing
    Yu, Yue
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2024, 35 (11):
  • [28] A Stochastic Game Model for Analysis of Rumor and Anti-rumor Propagation in Social Networks
    Ding Qing
    Zang ZhengGong
    2020 IEEE 6TH INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2019, : 63 - 67
  • [29] SIRQU: Dynamic Quarantine Defense Model for Online Rumor Propagation Control
    Liu, Zhaoli
    Qin, Tao
    Sun, Qindong
    Li, Shancang
    Song, Houbing Herbert
    Chen, Zhouguo
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 9 (06) : 1703 - 1714
  • [30] Analysis of SHIR rumor propagation in random heterogeneous networks with dynamic friendships
    Zhu, He
    Ma, Jing
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 513 : 257 - 271