Sentiment and Sentimental Agent Identification Based on Sentimental Sentence Dictionary

摘要：

This paper presents a method of sentiment and sentimental agent identification based on Chinese sentimental sentence dictionary. Our method can identify eight kinds of sentiment (including joy, sorrow, love, disgust, surprise, anxiety, anger and hate), and the main sentimental agent. Sentimental sentence dictionary is composed by some sentimental sentence patterns. And the sentiment of a candidate sentence is identified by calculating the consistency with the sentimental sentence patterns. Especially, using the sentimental sentence dictionary, we can get rid of the sentences without sentiment, but have sentimental words. According to sentiment words and expressions, the sentences which are not appeared in the sentimental sentence dictionary also can be identified. The experiments show that we can get precision of 84％ for sentiment identification, and precision of 69％ for sentimental agent identification.

关键词： Sentiment identification sentimental agent identification sentimental sentence dictionary

作者: Dong LIU Changqin QUAN Fuji REN Peng CHEN

作者单位: Research center of science and technology Beijing University of posts and telecommunications.Beijing Department of Information Science and Intelligent Systems Faculty of Engineering,The University of T Research center of science and technology Beijing University of posts and telecommunications.Beijing Department of Information Science and Intelligent Systems Faculty of Engineering,The University of T

会议类型: 国际会议

会议名称: The 2008 IEEE International Conference on Natural Language Processing and Knowledge Engineering(IEEE NLP-KE 2008)(2008IEEE自然语言处理与知识工程国际会议)

会议地点: 北京

会议语种:英文

在线出版日期: 2008-10-19（万方平台首次上网日期，不代表论文的发表时间）