系统仿真学报 ›› 2016, Vol. 28 ›› Issue (11): 2867-2877.doi: 10.16182/j.issn1004731x.joss.201611030

• 仿真应用工程 • 上一篇    

基于场论的微信信息传播机制及其仿真研究

单晓红, 贾盼盼, 刘晓燕   

  1. 北京工业大学经济与管理学院,北京 100124
  • 收稿日期:2015-09-09 修回日期:2016-01-07 出版日期:2016-11-08 发布日期:2020-08-13
  • 作者简介:单晓红(1976-),女,吉林,博士,副教授,研究方向为信息系统与信息服务、商务智能。
  • 基金资助:
    国家自然科学基金(71371018); 北京市教委2013年度人文社科面上项目(SM201310005002); 北京市2013“日新人才”培养计划

WeChat Information Dissemination Mechanism and Simulation Research Based on Field Theory

Shan Xiaohong, Jia Panpan, Liu Xiaoyan   

  1. Beijing University of Technology, School of Economics and Management, Beijing 100124, China
  • Received:2015-09-09 Revised:2016-01-07 Online:2016-11-08 Published:2020-08-13

摘要: 微信网络作为时下流行的社交网络平台,快速地影响着人们的生活方式。通过分析影响微信信息传播的因素,构建三维坐标建立微信信息传播场,结合场论的理论方法建立信息传播模型,利用Netlogo仿真平台从影响信息传播的因素、初始信源用户比例以及不同微信网络结构三个角度对微信用户信息传播过程进行模拟,结果表明用户属性特征比较类似时,传播过程的效果较好;微信网络结构的连通性较好时,信息传播的路径较广,渠道较多;信息传播过程中所需的信息势差较小时,信息传播的效果较好。这一结果对于企业在营销过程中准确定位客户具有重要意义。

关键词: 微信网络, 信息传播, 场论, Netlogo仿真

Abstract: As the popular social networking platform, the wechat network has the rapid impact on people's way of life. By analyzing the factors that influence the information dissemination among wechat, constructing the wechat information diffusion field by building three-dimensional coordinate, the information diffusion model was established based on the field theory. The process of information dissemination was simulated from three angles by using Netlogo simulation platform, that is the factors affecting the information dissemination, the original proportion of information source users, and different wechat network structures. Simulation results show that the more similar characteristics of the user, the dissemination results can be better; when connectivity to wechat network structure is better, the wider the path of information dissemination is, more channels; when the information potential difference is small, information dissemination is better. The results are important for companies to accurate positioning customer in the marketing process.

Key words: wechat network, information dissemination, field theory, netlogo simulation

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