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基于元胞自动机模型的网络舆情导控机制研究

Research on Guidance Mechanism of Internet Public Opinion Based on Cellular Automaton Model

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【作者】 毛乾任王朝斌包晓安李艳梅

【Author】 MAO Qianren;WANG Chaobin;BAO Xiao’an;LI Yanmei;College of Computer;China West Normal University;Network and Information Management Center,China West Normal University;School of Information Science and Technology,Zhejiang Sci-tech University;

【机构】 西华师范大学计算机学院西华师范大学网络与信息化管理中心浙江理工大学信息学院

【摘要】 为探究网络舆情的演化规律及导控作用,采用定量分析方法,提出一种基于元胞自动机的舆情导控机制。定义内在动力系数、倔强度系数等舆情主体属性,提出舆情导控力系数。在元胞自动机模型中,把主体属性以及导控强度赋值给每一个元胞,仿真实现并分析了外界导控作用、网民属性对网络舆情发展的强度和方向的影响。实验结果表明,在网络舆情传播形成和发展时期对舆情进行正确导控,可以避免不良舆论的发生,舆情演化总体呈现扩散状态。

【Abstract】 In order to explore the evolution law and guidance effect of Internet public opinion,a public opinion guidance mechanism based on Cellular Automaton( CA) model is proposed using the quantitative analysis method. This paper defines some subject attributes which are the internal motivation coefficient,the stubborn strength coefficient, etc.and puts forward a guidance coefficient of public opinion. The subject attributes and the guidance strength coefficient are assigned to each unit cell in CA model. The effect of external guidance and the characteristics of netizen on the intensity and direction of the public opinion development are simulated and analysed. Experimental results show that,at the formation and expansion stages of network public opinion dissemination,with a correct guidance,the outbreak of bad public opinion can be avoided, and the evolution of public opinion generally presents a diffusion state.

【基金】 国家自然科学基金“自适应软件设计模式组合理论研究”(61379036)
  • 【文献出处】 计算机工程 ,Computer Engineering , 编辑部邮箱 ,2017年06期
  • 【分类号】TP301.1
  • 【被引频次】10
  • 【下载频次】328
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