基于双层网络的企业负面舆情传播模型

Shu-qiong Chen, Xiaoli Wang
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引用次数: 2

摘要

在新媒体时代,企业负面舆论在社交网络上的传播对企业和社会产生了重大影响。为了提高企业应对舆论的能力,研究负面企业舆论的演化传播过程十分重要。首先,采用BA网络和ER网络分别模拟了在线网络和离线网络。然后,根据实际情况构建了企业负面舆论在网络上和网络下的传播模型,并给出了企业负面舆论传播的均场方程,求解了企业负面舆论传播的阈值。最后,以三星手机爆炸事件为例对模型进行了验证,并提出了基于图像恢复理论的响应策略。研究结果表明,线上和线下两层网络对企业负面意见传播过程的研究比单层网络更能反映企业负面意见在现实社会中的演变;负面舆论事件发生后,企业应及时采取相应的应对策略,否则会适得其反。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Communication Model of Negative Public Opinions of Corporate Based on Two-Layer Network
In the era of new media, the spread of negative corporate public opinion in social networks has a significant influence on enterprises and society. In order to improve the ability of enterprises to respond to public opinion, it is important to study the evolutionary dissemination process of negative corporate public opinion. Firstly, BA network and ER network are used to simulate the online network and offline network. Then, we construct a model for the spread of negative corporate public opinion on both online and offline networks based on the real situation, and providing the corresponding mean field equation and solving the threshold value for the spread of negative corporate public opinion. Finally, the model is validated with the Samsung cell phone explosion incident and some response strategies are proposed based on image restoration theory. The results of the study show that the study of negative corporate opinion dissemination process in online and offline two-layer networks can better reflect the evolution of negative corporate opinion in real society than in single-layer networks; After the occurrence of negative public opinion events, enterprises should take appropriate response strategies in time, otherwise it will be counterproductive.
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