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DOI:
Journal of Software:2010.21(8):1834-1848

文本情感分析
赵妍妍,秦兵,刘挺
(哈尔滨工业大学 计算机科学与技术学院 信息检索研究中心,黑龙江 哈尔滨 150001)
Sentiment Analysis
ZHAO Yan-Yan,QIN Bing,LIU Ting
()
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Received:August 14, 2009    Revised:March 11, 2010
> 中文摘要: 对文本情感分析的研究现状与进展进行了总结.首先将文本情感分析归纳为3项主要任务,即情感信息抽取、情感信息分类以及情感信息的检索与归纳,并对它们进行了细致的介绍和分析;进而介绍了文本情感分析的国内外评测和资源建设情况;最后介绍了文本情感分析的应用.重在对文本情感分析研究的主流方法和前沿进展进行概括、比较和分析.
Abstract:This paper surveys the state of the art of sentiment analysis. First, three important tasks of sentiment analysis are summarized and analyzed in detail, including sentiment extraction, sentiment classification, sentiment retrieval and summarization. Then, the evaluation and corpus for sentiment analysis are introduced. Finally, the applications of sentiment analysis are concluded. This paper aims to take a deep insight into the mainstream methods and recent progress in this field, making detailed comparison and analysis.
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基金项目:Supported by the National Natural Science Foundation of China under Grant Nos.60803093, 60975055 (国家自然科学基金); the National High-Tech Research and Development Plan of China under Grant No.2008AA01Z144 (国家高技术研究发展计划(863)) Supported by the National Natural Science Foundation of China under Grant Nos.60803093, 60975055 (国家自然科学基金); the National High-Tech Research and Development Plan of China under Grant No.2008AA01Z144 (国家高技术研究发展计划(863))
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赵妍妍,秦 兵,刘 挺.文本情感分析.软件学报,2010,21(8):1834-1848

ZHAO Yan-Yan,QIN Bing,LIU Ting.Sentiment Analysis.Journal of Software,2010,21(8):1834-1848