基于意见领袖与饱和接触率的民意研究

Shan Liu, Chenyang Qian, Qiting Tan, Miaoru Zhang, Rui Xia, Min Du
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引用次数: 0

摘要

在现代网络生活中,舆情传播机制是掌握网络大众行为的关键。本文主要研究不同个体对网络交流的不同影响。首先,基于意见领袖在网络传播中的关键作用,构建了将感染性个体分为领袖感染性个体和普通感染性个体的SELOR模型。其次,由于领导者与普通领导者的接触次数不同,引入饱和接触率来量化他们自身的影响。最后,根据反转在实际事件中的影响,引入了事件反转因子。通过对真实事件的仿真,发现改进后的模型比传统的流行病模型能更好地适应在线传播。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research of Public Opinion Based on Opinion Leaders and Saturated Contact Rates
In modern Internet life, the communication mechanism of public opinions is essential to master online mass behavior. This paper mainly studies the different influences of different individuals in online communication. Firstly, based on the crucial role that opinion leaders play in online communication, a SELOR model dividing the infectious individuals into leader infectious individuals and ordinary infectious individuals is constructed. Secondly, due to the difference in the number of contacts between leader ones and ordinary ones, a saturated contact rate is introduced to quantify their own influence. Finally, according to the impact of reversal in real life event, an event reversal factor is introduced. Through the simulation of real events, it is discovered that the modified model can better adapt to online communication than the traditional epidemic model.
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