Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant-Weisbush model
文献类型:期刊论文
作者 | Jiang, Bo1,3,5; Zhao, Yiyi2; Dong, Jianglin1,4; Hu, Jiangping1,4 |
刊名 | INFORMATION FUSION |
出版日期 | 2024-04-01 |
卷号 | 104页码:11 |
ISSN号 | 1566-2535 |
关键词 | Deffuant-Weisbush model Inclusiveness-degree function Signed network Opinion formation Black swan phenomenon |
DOI | 10.1016/j.inffus.2023.102173 |
通讯作者 | Zhao, Yiyi(zhaoyy@swufe.edu.cn) |
英文摘要 | The evolution of the opinion of an agent is often uncertain in social networks, especially when they have to communicate with agents holding opposing opinions on a certain topic. In this paper, we model this uncertainty mechanism using a proposed inclusiveness function for each agent to capture the acceptance degree of opposing opinions. Then, an inclusiveness-degree based Signed Deffuant-Weisbush (ISDW) model is constructed based on the signed graph theory and the bounded confidence rule. Simulation are performed to investigate the relationships among three opinion dynamic models: The ISDW model, the Signed Deffuant-Weisbush (SDW) model, and the Deffuant-Weisbush (DW) model. Further, the influence of the inclusiveness-degree and the confidence level on opinion formation is analyzed simultaneously. Particularly, we observe a fascinating "black swan"phenomenon where the opinion polarization of two long-standing opposing groups turns to consensus quickly when some special parameters are selected. |
WOS关键词 | SOCIAL NETWORKS ; PUBLIC-OPINION ; CONFIDENCE ; DYNAMICS ; DECISION ; CONSENSUS ; CONVERGENCE ; SIMULATION ; LEADERS |
资助项目 | MOE Project of Humanities and Social Sciences, China[21YJA630122] ; National Key Research and Development Program of China[2022YFE0133100] ; Sichuan Science and Technology Program, China[2020YFSY0012] |
WOS研究方向 | Computer Science |
语种 | 英语 |
出版者 | ELSEVIER |
WOS记录号 | WOS:001132144600001 |
资助机构 | MOE Project of Humanities and Social Sciences, China ; National Key Research and Development Program of China ; Sichuan Science and Technology Program, China |
源URL | [http://ir.ia.ac.cn/handle/173211/54916] |
专题 | 多模态人工智能系统全国重点实验室 |
通讯作者 | Zhao, Yiyi |
作者单位 | 1.Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China 2.Southwestern Univ Finance & Econ, Fac Business Adm, Sch Business Adm, Chengdu 611130, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 4.Univ Elect Sci & Technol China, Yangtze Delta Reg Inst Huzhou, Huzhou 313001, Peoples R China 5.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 101408, Peoples R China |
推荐引用方式 GB/T 7714 | Jiang, Bo,Zhao, Yiyi,Dong, Jianglin,et al. Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant-Weisbush model[J]. INFORMATION FUSION,2024,104:11. |
APA | Jiang, Bo,Zhao, Yiyi,Dong, Jianglin,&Hu, Jiangping.(2024).Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant-Weisbush model.INFORMATION FUSION,104,11. |
MLA | Jiang, Bo,et al."Analysis of the influence of trust in opposing opinions: An inclusiveness-degree based Signed Deffuant-Weisbush model".INFORMATION FUSION 104(2024):11. |
入库方式: OAI收割
来源:自动化研究所
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