Modeling Emotion Entrainment of Online Users in Emergency Events
文献类型：会议论文
| 作者 | He, Saike1 ; Zheng, Xiaolong1; Zeng, Daniel1,2; Xu, Bo3; Li, Changliang3; Tian, Guanhua3; Hao, Hongwei3
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| 出版日期 | 2015-05-27 |
| 会议名称 | IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2015) |
| 会议日期 | 2015-5-27 ~ 2015-5-29 |
| 会议地点 | Baltimore, MD, USA |
| 关键词 | Emotion Entrainment Dynamic Model Social Influence |
| 通讯作者 | He, Saike |
| 英文摘要 | Emotion entrainment accounts for the rhythmic convergence of human emotions through social interactions. This phenomenon abounds in various disciplines, i.e. effervescency in soccer games, anger proliferation in violence incidents, or anxiety diffusion in disasters. Although emotion entrainment is highly relevant to the quality of human daily life, the principles underpinning this phenomenon is still unclear. Previous dynamic models try to explain entrainment phenomenon by assuming symmetrical coupling among identical individuals. Yet this assumption clearly does not hold in real-world human interactions. As such, we propose an alternative model that captures asymmetric relationships. In depicting the coupling mechanism, the effect of social influence is also encoded. Experimental results on two emergent social events suggest that the proposed model characterizes emotion trends with high accuracy. Also, we explain the emotion dynamics by analyzing the reconstructed entrainment matrix. Our work may present practical implications for those who want to guide or regulate the emotion evolution in emergency events discussed online. |
| 收录类别 | EI |
| 会议网址 | http://isi2015.wix.com/isi-2015 |
| 会议录 | 2015 IEEE International Conference on Intelligence and Security Informatics (ISI)
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| 语种 | 英语 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/10777]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_互联网大数据与安全信息学研究中心 |
| 作者单位 | 1.State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences 2.Department of Management Information Systems, University of Arizona 3.Institute of Automation, Chinese Academy of Sciences |
| 推荐引用方式 GB/T 7714 | He, Saike,Zheng, Xiaolong,Zeng, Daniel,et al. Modeling Emotion Entrainment of Online Users in Emergency Events[C]. 见:IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2015). Baltimore, MD, USA. 2015-5-27 ~ 2015-5-29.http://isi2015.wix.com/isi-2015. |
入库方式： OAI收割
来源：自动化研究所
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