Research on Modeling and Simulation of Information Cocoon Based on Opinion Dynamics

Ming-Feng Xiong, Yu Wang, Zhe Cheng
{"title":"Research on Modeling and Simulation of Information Cocoon Based on Opinion Dynamics","authors":"Ming-Feng Xiong, Yu Wang, Zhe Cheng","doi":"10.1145/3512576.3512605","DOIUrl":null,"url":null,"abstract":"In order to excavate the internal mechanism of information cocoon, according to the theory of system science, the paper built information cocoon model from the perspective of opinion dynamics and the model was simulated by NetLogo. Based on community structure, the study set the interaction background, which introduced the trust threshold between communities, so that different communities could interact with each other according to certain threshold. The different values of different communities are expressed by the difference of trust thresholds inside and outside communities. The simulation results show that information cocoon exist and have deep and shallow levels; Increasing the tolerance of communication with heterogeneous communities has a positive effect on restraining cocoon; To establish a mechanism to increase the connection between heterogeneous communities is helpful to inhibit the occurrence of cocoon phenomenon; The opinion tends to be close to the mainstream opinion in the final state, and targeted “cocoon-breaking” measures have been proposed.","PeriodicalId":278114,"journal":{"name":"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City","volume":"111 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2021 9th International Conference on Information Technology: IoT and Smart City","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3512576.3512605","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In order to excavate the internal mechanism of information cocoon, according to the theory of system science, the paper built information cocoon model from the perspective of opinion dynamics and the model was simulated by NetLogo. Based on community structure, the study set the interaction background, which introduced the trust threshold between communities, so that different communities could interact with each other according to certain threshold. The different values of different communities are expressed by the difference of trust thresholds inside and outside communities. The simulation results show that information cocoon exist and have deep and shallow levels; Increasing the tolerance of communication with heterogeneous communities has a positive effect on restraining cocoon; To establish a mechanism to increase the connection between heterogeneous communities is helpful to inhibit the occurrence of cocoon phenomenon; The opinion tends to be close to the mainstream opinion in the final state, and targeted “cocoon-breaking” measures have been proposed.
基于意见动态的信息茧建模与仿真研究
为了挖掘信息茧的内部机制,根据系统科学理论,从意见动力学的角度构建了信息茧模型,并利用NetLogo对模型进行了仿真。基于社区结构设置交互背景,引入社区之间的信任阈值,使不同的社区能够按照一定的阈值进行交互。不同社区的不同值表现为社区内外信任阈值的不同。仿真结果表明,信息茧存在,且有深茧和浅茧之分;增加与异质群落交往的容忍度对抑制茧有积极作用;建立加强异质群落间联系的机制有助于抑制茧现象的发生;在最终状态下,舆论倾向于接近主流舆论,并提出了针对性的“破茧”措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信