首页 | 本学科首页   官方微博 | 高级检索  
     

一种基于知网的中文句子情感倾向判别方法*
引用本文:党蕾,张蕾.一种基于知网的中文句子情感倾向判别方法*[J].计算机应用研究,2010,27(4):1370-1372.
作者姓名:党蕾  张蕾
作者单位:西北大学,信息科学与技术学院,西安,710127
基金项目:陕西省教育厅专项科研基金资助项目(HD01302)
摘    要:针对基于知网的中文句子情感倾向判别方法中存在的准确率不高的问题,提出采用否定模式匹配与依存句法分析相结合的方法。研究分析了修饰词极性以及否定共享模式,确定修饰词以及扩展极性的定量和否定共享范围,提出依存语法距离的影响因素来计算情感倾向,并且在否定模式匹配后改进句子极性算法。实验结果表明该方法取得了良好的效果。

关 键 词:否定词扩展    否定共享    依存句法关系    句子情感倾向    知网

Method of discriminant for Chinese sentence sentiment orientation based on HowNet
DANG Lei,ZHANG Lei.Method of discriminant for Chinese sentence sentiment orientation based on HowNet[J].Application Research of Computers,2010,27(4):1370-1372.
Authors:DANG Lei  ZHANG Lei
Affiliation:College of Information Science & Technology/a>;Northwest University/a>;Xi'an 710127/a>;China
Abstract:This paper proposed a method which combining negation model matching with dependency parsing , to solve the low precision rates in the Chinese sentences sentiment orientation based on HowNet. On one hand, according to analysis the negative polarity of the qualifier and sharing models to determine the polarity of the qualifier, identified the expansion of quantitative and the scope of negation sharing. On the other hand, according to the dependency grammar distance factors to calculate the sentiment orientation, and to improve the polar algorithms of the sentence after the negation model-matching. The experimental results show that the method has achieved good results.
Keywords:negative words extended  negation sharing  interdependent syntactic relations  sentence sentiment orientation  HowNet
本文献已被 CNKI 万方数据 等数据库收录!
点击此处可从《计算机应用研究》浏览原始摘要信息
点击此处可从《计算机应用研究》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号