Knowledge Commons of Institute of Automation,CAS
Exploring Cognitive Dissonance on Social Media | |
Jie Bai1,2; Qingchao Kong1,2; Lingjing Li1,2; Lei Wang1,2; Dajun Zeng1,2,3 | |
2019 | |
会议名称 | 2019 IEEE International Conference on Intelligence and Security Informatics (ISI) |
会议日期 | July, 2019 |
会议地点 | Shenzhen, China |
出版地 | China |
出版者 | IEEE |
摘要 | Cognitive dissonance is a ubiquitous phenomenon which can be applied in various fields potentially. In this paper, we study cognitive dissonance through empirical analysis on social media platforms. Our study focuses on a recent “reversal event” - a topic or event experiencing a reversed development trend because of the new facts. Through statistical analysis and semantic analysis based methods, we found that (1) after the event is revised, the performance of the original followers were abnormal, which is consistent with the existence of cognitive dissonance; (2) the followers' attitude afterwards usually tended to maintain their previous behaviors. This research provides a primary building block towards the mental inference based behavior prediction for social media users, which is of great value for security related research issues. |
收录类别 | EI |
语种 | 英语 |
七大方向——子方向分类 | 社会计算 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/26087 |
专题 | 多模态人工智能系统全国重点实验室_互联网大数据与信息安全 |
通讯作者 | Lei Wang |
作者单位 | 1.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, China 2.Shenzhen Artificial Intelligence and Data Science Institute (Longhua), Shenzhen, China 3.University of Chinese Academy of Sciences, China |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Jie Bai,Qingchao Kong,Lingjing Li,et al. Exploring Cognitive Dissonance on Social Media[C]. China:IEEE,2019. |
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paper 68.pdf(447KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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