Rumor spreading model considering the activity of spreaders in the homogeneous network

被引:66
|
作者
Huo, Liang'an [1 ]
Wang, Li [1 ]
Song, Naixiang [1 ]
Ma, Chenyang [1 ]
He, Bing [2 ]
机构
[1] Univ Shanghai Sci & Technol, Sch Business, Shanghai 200093, Peoples R China
[2] Shanghai Inspect & Maintenance Power Co, Shanghai 200063, Peoples R China
基金
中国国家自然科学基金; 上海市自然科学基金;
关键词
Rumor spreading; Homogeneous network; Activity; Stability; DYNAMICS;
D O I
10.1016/j.physa.2016.11.039
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
There are some similarities between the rumor spreading and the infectious disease transmission. In this paper, we investigate rumor spreading dynamics with the activity of spreaders based on compartment model in the homogeneous network. Different from previous studies, each spreader individual in network rotates between high active and low active state according to certain probabilities, We introduce a dynamic model for the rumor spreading called I2SR, in which we consider the activity of nodes and divide spreaders into spreaders with the high rate of active state and the low rate of active spreaders. Then, the locally asymptotic stability of equilibrium is established by using Routh-Hurwitz criteria. The global stability of internal equilibrium of model is proved based on Lasalle's invariance principle. Finally, numerical simulations are carried to illustrate the impact of different parameters on the rumor spreading. (C) 2016 Published by Elsevier B.V.
引用
收藏
页码:855 / 865
页数:11
相关论文
共 50 条
  • [1] Rumor Spreading Model Considering Individual Activity and Refutation Mechanism Simultaneously
    Li, Ruqi
    Li, Yinwei
    Meng, Zhongyi
    Song, Yurong
    Jiang, Guoping
    IEEE ACCESS, 2020, 8 : 63065 - 63076
  • [2] Dynamical analysis of rumor spreading model in homogeneous complex networks
    Li, Jiarong
    Jiang, Haijun
    Yu, Zhiyong
    Hu, Cheng
    APPLIED MATHEMATICS AND COMPUTATION, 2019, 359 : 374 - 385
  • [3] Dynamic analysis of rumor spreading model for considering active network nodes and nonlinear spreading rate
    Huo, Liang'an
    Cheng, Yingying
    Liu, Chen
    Ding, Fan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 506 : 24 - 35
  • [4] Rumor Spreading Model with Immunization Strategy and Delay Time on Homogeneous Networks
    Wang, Jing
    Wang, Ya-Qi
    Li, Ming
    COMMUNICATIONS IN THEORETICAL PHYSICS, 2017, 68 (06) : 803 - 810
  • [5] An uncertain SIR rumor spreading model
    Sun, Hang
    Sheng, Yuhong
    Cui, Qing
    ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
  • [6] Rumor spreading model with considering debunking behavior in emergencies
    Tian, Yong
    Ding, Xuejun
    APPLIED MATHEMATICS AND COMPUTATION, 2019, 363
  • [7] Rumor Spreading Model Considering the Importance and Fuzziness of Information
    Xia, Ling-Ling
    Jiang, Guo-Ping
    Song, Bo
    Zhu, Guan-Hua
    2014 NINTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC), 2014, : 161 - 166
  • [8] Rumor spreading model considering the proportion of wisemen in the crowd
    Hu, Yuhan
    Pan, Qiuhui
    Hou, Wenbing
    He, Mingfeng
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 505 : 1084 - 1094
  • [9] Rumor spreading considering the herd mentality mechanism
    Wang, Jing
    Wang, Ya-Qi
    Li, Min
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 1480 - 1485
  • [10] Research on Explosion Model of Network Rumor Spreading
    Li, Pu
    Liu, Fengming
    Li, Chengcheng
    IMMS 2019: 2019 2ND INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND MANAGEMENT SCIENCES, 2018, : 28 - 32