Emotion recognition and affective computing on vocal social media

doi:10.1016/j.im.2015.02.003

CORC > 上海财经大学 > 上海财经大学

	Emotion recognition and affective computing on vocal social media
	Dai, Weihui 1; Han, Dongmei 2,3; Dai, Yonghui 2; Xu, Dongrong 4
刊名	INFORMATION & MANAGEMENT
	2015-11
卷号	52 期号:7 页码:777-788
关键词	Social media Social network Voice instant messaging Vocal data mining Emotion recognition Affective computing
ISSN号	0378-7206
DOI	10.1016/j.im.2015.02.003
英文摘要	Vocal media has become a popular method of communication in today's social networks. While conveying semantic information, vocal messages usually also contain abundant emotional information; this emotional information represents a new focus for data mining in social media analytics. This paper proposes a computational method for emotion recognition and affective computing on vocal social media to estimate complex emotion as well as its dynamic changes in a three-dimensional PAD (Position-Arousal-Dominance) space; furthermore, this paper analyzes the propagation characteristics of emotions on the vocal social media site WeChat. (C) 2015 Elsevier B.V. All rights reserved.
WOS研究方向	Computer Science ; Information Science & Library Science ; Business & Economics
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000362308800003
内容类型	期刊论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/1446]
专题	上海财经大学
通讯作者	Dai, Weihui
作者单位	1.Fudan Univ, Sch Management, Dept Informat Management & Informat Syst, Shanghai 200433, Peoples R China; 2.Shanghai Univ Finance & Econ, Sch Informat Management & Engn, Shanghai 200433, Peoples R China; 3.Shanghai Financial Informat Technol Key Res Lab, Shanghai 200433, Peoples R China; 4.Columbia Univ, New York State Psychiat Inst, Dept Psychiat, New York, NY 10032 USA
推荐引用方式 GB/T 7714	Dai, Weihui,Han, Dongmei,Dai, Yonghui,et al. Emotion recognition and affective computing on vocal social media[J]. INFORMATION & MANAGEMENT,2015,52(7):777-788.
APA	Dai, Weihui,Han, Dongmei,Dai, Yonghui,&Xu, Dongrong.(2015).Emotion recognition and affective computing on vocal social media.INFORMATION & MANAGEMENT,52(7),777-788.
MLA	Dai, Weihui,et al."Emotion recognition and affective computing on vocal social media".INFORMATION & MANAGEMENT 52.7(2015):777-788.