Emotion recognition and affective computing on vocal social media | |
Dai, Weihui1; Han, Dongmei2,3; Dai, Yonghui2; Xu, Dongrong4 | |
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. |
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