Emotion Evolution under Entrainment in Social Media

CASIA OpenIR > 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

	Emotion Evolution under Entrainment in Social Media
	He, Saike1 ; Zheng, Xiaolong1 ; Zeng, Daniel1,2 ; Xu, Bo3 ; Tian, Guanhua3 ; Hao, Hongwei3
	2014-11-01
会议名称	the 3rd National Conference of Social Media Processing (SMP 2014)
会议录名称	Social Media Processing
页码	155–163
会议日期	2014-11-1 ~ 2014-11-2
会议地点	Beijing, China
出版者	Springer Berlin Heidelberg, 2014
摘要	Emotion entrainment refers to the phenomenon that people gradually synchronize to other's emotion states through social interactions. Previous studies mainly focus on conducting laboratory experiments or small-scale offline surveys. Large-scale empirical studies on real-world emotion entrainment among individuals are still to be explored. Especially, determinants that influence this process are not clear. Also, how emotion evolves among people in a large scale population is still unknown. In this study, we attempt to conduct a large-scale empirical analysis on emotion entrainment based on online social media information. For this purpose, we develop a model-free framework to measure entrainment strength among people. Experimental results indicate that interaction partners with strong reciprocal entrainment tend to assume similar emotion states, and negative emotion is more empathetic in an intimate relationship. Especially, when the relationship is balanced, users are more emotionally similar to each other.
关键词	Emotion Entrainment Transfer Entropy Social Media
收录类别	EI
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/10780
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	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
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	He, Saike,Zheng, Xiaolong,Zeng, Daniel,et al. Emotion Evolution under Entrainment in Social Media[C]:Springer Berlin Heidelberg, 2014,2014:155–163.

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