Sememe Description Based Estimating for Semantic Orientation of Chinese Vocabulary

摘要：

Semantic orientation estimating for Chinese vocabulary has been widely used in text classification, automatic summarization and text filtering, although it is difficult for estimating for Chinese vocabulary, as the rich semantic meaning of Chinese vocabulary. The HowNet is a elaborate semantic repository that is helpful for estimating for Chinese vocabulary.This paper proposes using semantic orientation of sememe of the HowNet to estimating semantic orientation of vocabulary. The experiment proves that the method is effective, and it is superior to the method based on the paradigm vocabulary.

关键词： sememe description vocabulary semantic orientation the HowNet semantic orientation estimating

作者: Bin Xiao Li-Min Xue Yong Zhao

作者单位: Department of Information War Command College of Navy Nanjing, China

会议类型: 国际会议

会议名称: The 2010 International Conference on Computer Application and System Modeling(2010计算机应用与系统建模国际会议 ICCASM 2010)

会议地点: 太原

会议语种:英文

页码: 671-674

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）