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具有界限置信度的观点动态模型和潜伏效应。

Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect.

机构信息

School of Management, Nanjing University of Posts and Telecommunications, Nanjing 210003, China.

The Key Base of Philosophy and Social Science Research in Colleges and Universities in Jiangsu Province, Research Center of Information Industry Fusion Innovation and Emergency Management, Nanjing 210003, China.

出版信息

Comput Intell Neurosci. 2022 Jun 28;2022:2092757. doi: 10.1155/2022/2092757. eCollection 2022.

Abstract

The evolution of opinions is a complex mechanism. The evolution of individual opinions is not only influenced by own and others but also by psychological effects. Therefore, based on the classical bounded confidence model and the sleeper effect, a new opinion evolution model is proposed in this paper. In this new opinion evolution model, we increase the opinions on every step and take into account the "discount opinions." Since mental states for human are not easy to measure, we assumed three different initial networks and carried out simulation experiments. To verify the rationality on our model, we compared the effects with and without the sleeper effect, different thresholds, and discounting opinion ratio on opinion aggregation and convergence. Finally, we found the sleeper effect can differently affect the convergence of opinions in different opinion environments.

摘要

观点的演变是一个复杂的机制。个人观点的演变不仅受到自身和他人的影响,还受到心理效应的影响。因此,本文基于经典的有界置信模型和睡眠者效应,提出了一个新的观点演变模型。在这个新的观点演变模型中,我们在每一步增加了观点,并考虑了“折扣观点”。由于人类的心理状态不容易衡量,我们假设了三种不同的初始网络,并进行了模拟实验。为了验证我们模型的合理性,我们比较了有和没有睡眠者效应、不同的阈值和不同的折扣观点比例对观点聚合和收敛的影响。最后,我们发现睡眠者效应可以在不同的观点环境中对观点的收敛产生不同的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28eb/9256380/4896aa7cac11/CIN2022-2092757.001.jpg

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