%0 Journal Article %T Text Sentiment Classification Research Based on Semantic Comprehension
基于语义理解的文本情感分类方法研究 %A WEN Bin %A HE Ting-tingL %A LUO Le %A SONG Le %A WANG Qian %A
闻彬 %A 何婷婷 %A 罗乐 %A 宋乐 %A 王倩 %J 计算机科学 %D 2010 %I %X Text sentiment classification is used widely, such as information filtering, information security and information recommendation. This paper proposed an improved method based on semantic comprehension. In this paper, sentiment primitive was introduced into sentiment terms identification, and then semantic values of phrases were obtained.Furthermore, this paper further analysed adverbs and its influence on identification of text orientation in the semantic level and achieved the text sentiment classification. I}he experimental results show that the proposed approach is suitable for judging sentiment orientation. %K Text sentiment classification %K Sentiment orientation %K Semantic comprehension
文本情感分类 %K 情感倾向性 %K 语义理解 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=64A12D73428C8B8DBFB978D04DFEB3C1&aid=C849ED44E83FB9D5482CB1E59CA5BE37&yid=140ECF96957D60B2&vid=42425781F0B1C26E&iid=B31275AF3241DB2D&sid=4D7D059FFBF006B9&eid=7ABC4505E3960D2B&journal_id=1002-137X&journal_name=计算机科学&referenced_num=0&reference_num=7