IE Based SMS Semantic Orientation Recognition

摘要：

This paper is a grope research on applying the technology of Information Extraction (IE) in the field of information content security and the focus is semantic orientation recognition for Short Message Service (SMS). An experimental SMS monitoring system will be introduced, in which rules based and Hidden Markov Model (HMM) based IE patterns are integrated to recognize the semantic orientation of Chinese SMS in two specific domains. Testing results have shown that the performance is good and the method is feasible and promising.

关键词： Semantic orientation recognition information extraction SMS rules HMM

作者: Lei LI Yonggui YANG Yixin ZHONG

作者单位: Beijing Univ.of Posts and Telecommunications Beijing,China

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）