| 文本情感分析研究综述 |
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| 引用本文： | 马力,宫玉龙. 文本情感分析研究综述[J]. 电子科技, 2014, 27(11): 180-184 |
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| 作者姓名： | 马力 宫玉龙 |
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| 作者单位： | (1.西安邮电大学 数字艺术学院,陕西 西安 710121;2.西安邮电大学 计算机学院,陕西 西安 710061) |
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| 摘 要： | 对文本情感分析的研究现状与进展进行总结。从情感分析的任务情感分类、情感检索、情感抽取3个方面详细介绍了相关研究和技术方法,重点阐述了基于语义的情感词典分类方法和基于机器学习的情感分类方法,并介绍了文本情感分析的评测,提出了未来的研究方向。
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| 关 键 词： | 情感分析 情感分类 情感检索 情感抽取 |
Research on Text Sentiment Analysis |
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| MA Li , GONG Yulong. Research on Text Sentiment Analysis[J]. Electronic Science and Technology, 2014, 27(11): 180-184 |
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| Authors: | MA Li GONG Yulong |
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| Affiliation: | (1.School of Digital Arts,Xi'an University of Posts and Telecommunications,Xi'an 710121,China;
2.School of Computer Science and Technology,Xi'an University of Posts and Telecommunications,Xi'an 710121,China) |
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| Abstract: | This paper reviews the research status and progress of text sentiment analysis. Three tasks of sentiment analysis are analyzed in detail： sentiment classification,sentiment retrieval,and sentiment extraction with focus on the sentiment classification methods based on sentiment dictionary and machine learning. The evaluation of sentiment analysis is introduced. Finally the trend of text sentiment analysis is concluded. |
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| Keywords: | sentiment analysis sentiment classification sentiment retrieval sentiment extraction |
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