A Model for Studying Public Opinion Hotspot Growth Regulation in Microblog Network

被引:0
|
作者
Jia Hong-yu [1 ]
Hao Jian-wei [1 ]
Qiu Chen-zi [1 ]
机构
[1] Dalian Maritime Univ, Coll Transportat Management, Dalian 116026, Peoples R China
关键词
microblog; public sentiment; growth model; simulation;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Regarding the problem of microblog growth regulation of net-mediated public sentiment in the propagation process, a complex-network-based modeling approach was proposed. Taking microblog as a research object, by using the approach of growing, adding edge and random adding edge to reflect the characteristics of user's behavior and microblog public opinion dissemination, a microblog net-mediated public sentiment growth mode was built. By using Matlab toolkit, a simulation model was built. Through running this simulation model according to different network scale experiment cases, for example, setting parameters of the initial nodes size and the random adding edges, diagrams could be layout, that illustrating network, degree distribution and probability distribution. Simulation results validated the model's feasibility for studying network public opinion hotspot growth regulation.
引用
收藏
页码:173 / 178
页数:6
相关论文
共 50 条
  • [1] Neural network-based public opinion prediction method for microblog
    He Y.-X.
    Liu J.-B.
    Sun S.-T.
    [J]. 1600, South China University of Technology (44): : 47 - 52
  • [2] Public Opinion Analysis of Microblog Content
    Lu Yonghe
    Chen Jianhua
    [J]. 2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND APPLICATIONS (ICISA), 2014,
  • [3] The Microblog Public Opinion Analysis Based on the SVM and the LDA Model Combining
    Xu, Weilin
    Zhu, Zong
    Gao, Li
    Liu, Jinling
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE & APPLICATION TECHNOLOGY (ICCIA 2017), 2017, 74 : 95 - 98
  • [4] Hotspot extraction method of multimedia network public opinion based on neural network
    Tian M.
    [J]. International Journal of Web Based Communities, 2022, 18 (3-4) : 301 - 317
  • [5] Hot Topic Propagation Model and Opinion Leader Identifying Model in Microblog Network
    Lin, Yan
    Li, Huaxian
    Liu, Xueqiao
    Fan, Suohai
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2013,
  • [6] RESEARCH ON THE EXPRESSION OF PUBLIC EMOTION AND BEHAVIOR IN MICROBLOG PUBLIC OPINION
    Wei, Jing
    Jia, Yuguang
    Zhu, Henmin
    Hong, Xiaojuan
    Huang, Weidong
    Jiang, Marshall
    [J]. INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY, 2022, 25 (SUPPL 1): : A22 - A23
  • [7] Research on Public Opinion Index System of Chinese Microblog
    Zhao Liyong
    Zhang Xu
    He Min
    Zhang Dan
    Liu Wei
    Liu Chunyang
    [J]. 2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2014, : 385 - 388
  • [8] RESEARCH OF PUBLIC OPINION HOTSPOT DETECTION MODEL BASED ON WEB BIG DATA
    Fan, Chunxiao
    Wu, Yuexin
    Zhang, Jun
    Zhao, Tianlin
    [J]. PROCEEDINGS OF 2016 5TH IEEE INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT (IEEE IC-NIDC 2016), 2016, : 72 - 77
  • [9] Studying public opinion. Theory and data on Argentine public opinion
    Adrogue, G
    [J]. DESARROLLO ECONOMICO-REVISTA DE CIENCIAS SOCIALES, 1998, 38 (149): : 387 - 407
  • [10] A quick emergency response model for microblog public opinion crisis based on text sentiment intensity
    [J]. Xin, M. (xinj@shu.edu.cn), 1600, Academy Publisher (07):