A survey on sentiment detection of reviews

doi:10.1016/j.eswa.2009.02.063

	A survey on sentiment detection of reviews
	Tang, Huifeng; Tan, Songbo; Cheng, Xueqi
	2009-09-01
发表期刊	EXPERT SYSTEMS WITH APPLICATIONS
ISSN	0957-4174
卷号	36 期号:7 页码:10760-10773
摘要	The sentiment detection of texts has been witnessed a booming interest in recent years, due to the increased availability of online reviews in digital form and the ensuing need to organize them. Till to now, there are mainly four different problems predominating in this research community, namely, subjectivity classification, word sentiment classification, document sentiment classification and opinion extraction. In fact, there are inherent relations between them. Subjectivity classification can prevent the sentiment classifier from considering irrelevant or even potentially misleading text. Document sentiment classification and opinion extraction have often involved word sentiment classification techniques. This survey discusses related issues and main approaches to these problems. (C) 2009 Published by Elsevier Ltd.
关键词	Sentiment detection Opinion extraction Sentiment classification
DOI	10.1016/j.eswa.2009.02.063
收录类别	SCI
语种	英语
资助项目	Chinese Academy of Sciences[0704021000] ; Chinese Academy of Sciences[2006AA010105] ; Chinese Academy of Sciences[2007AA01Z416] ; Chinese Academy of Sciences[2007CB311100] ; Chinese Academy of Sciences[2007AA01Z441]
WOS研究方向	Computer Science ; Engineering ; Operations Research & Management Science
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Operations Research & Management Science
WOS记录号	WOS:000266851000063
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计	被引频次：228[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11607
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Tan, Songbo
作者单位	Chinese Acad Sci, Inst Comp Technol, Informat Secur Ctr, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Tang, Huifeng,Tan, Songbo,Cheng, Xueqi. A survey on sentiment detection of reviews[J]. EXPERT SYSTEMS WITH APPLICATIONS,2009,36(7):10760-10773.
APA	Tang, Huifeng,Tan, Songbo,&Cheng, Xueqi.(2009).A survey on sentiment detection of reviews.EXPERT SYSTEMS WITH APPLICATIONS,36(7),10760-10773.
MLA	Tang, Huifeng,et al."A survey on sentiment detection of reviews".EXPERT SYSTEMS WITH APPLICATIONS 36.7(2009):10760-10773.