Research on Building Chinese Micro-Blog Semantic Lexicon

被引：0
|
作者：
Wen, Bin [1 ]
Fan, Ping [1 ]
Dai, Wenhua [1 ]
Ding, Ling [1 ]
机构：
[1] Hubei Univ Sci & Technol, Dept Comp Sci, Xianning, Peoples R China
来源：
PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC) | 2013年
关键词：
Micro-Blog; semantic lexicon; emoticon; nature language process; HowNet;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Micro-blog is one of the most popular network platform for expressing opinions and suggestions by users. Therefore, micro-blog sentimental orientation is particularly important for information retrieval, information security and automatic abstracting. In this paper, we introduce method for building micro-blog semantic lexicon. Massive data of micro-blog have been downloaded and words were extracted by frequency of use, then the improved words sentimental algorithm has been used to calculate semantic value, in addition, emoticons and network new words are essential for semantic lexicon, we selected these element and classified into positive and negative manually. Finally, we use this lexicon to classify micro-blog, and the experimental results show that we can achieve a high improvement by this semantic lexicon.
引用
收藏
页码：1755 / 1758
页数：4
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