Modeling Emotion Entrainment of Online Users in Emergency Events
He, Saike1; Zheng, Xiaolong1; Zeng, Daniel1,2; Xu, Bo3; Li, Changliang3; Tian, Guanhua3; Hao, Hongwei3
2015-05-27
会议名称IEEE International Conference on Intelligence and Security Informatics (IEEE ISI 2015)
会议录名称2015 IEEE International Conference on Intelligence and Security Informatics (ISI)
会议日期2015-5-27 ~ 2015-5-29
会议地点Baltimore, MD, USA
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.
关键词Emotion Entrainment Dynamic Model Social Influence
DOI10.1109/ISI.2015.7165961
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收录类别EI
语种英语
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文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/10777
专题复杂系统管理与控制国家重点实验室_互联网大数据与信息安全
通讯作者He, Saike
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],2015.
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