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中文文本情感分析综述

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由于主观性文本有很多应用价值,情感分析近年来引起了很多研究人员的兴趣.情感分析是对主观性文本进行挖掘与分析,获取有用的知识和信息.针对中文文本情感分析的研究现状与进展进行总结.首先按粒度层次,从词语级、语句级、篇章级三个不同粒度层次细致地介绍相关的技术,再按文本的类型,分析了产品评论和新闻评论的研究进展.接着介绍了中文文本情感分析的评测和相关资源,最后总结了中文文本情感分析的研究难点与未来的研究方向.
Survey on Chinese text sentiment analysis
The sentiment analysis has aroused the interest of many researchers in recent years, since the subjective texts are useful for many applications. Sentiment analysis is to mine and analyze the subjective text, aiming to acquire valuable knowledge and information. This paper surveyed the status of the art of Chinese sentiment analysis. Firstly, the technique was introduced in detail, according to different granularity levels, namely word, sentence, and document; and the research of product review and news review were presented respectively. Then evaluation and corpus for Chinese text sentiment analysis were introduced. The difficulty and trend of Chinese text sentiment analysis were concluded finally. This paper focuses on the major methods and key technologies in this field, making detailed analysis and comparison.

sentiment analysissentiment polarityChinese textevaluationcorpus

魏韡、向阳、陈千

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同济大学电子与信息工程学院,上海 201804

井冈山大学电子与信息工程学院,江西吉安 343009

情感分析 情感极性 中文文本 评测 语料库

江西省教育厅青年科学基金资助项目

GJJ1 1178

2011

计算机应用
中国科学院成都计算机应用研究所

计算机应用

CSTPCDCSCD北大核心
影响因子:0.892
ISSN:1001-9081
年,卷(期):2011.31(12)
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