A method of polarity computation of chinese sentiment words based on gaussian distribution

Ruijing Li, Shumin Shi, Heyan Huang, Chao Su, Tianhang Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

8 引用 (Scopus)

摘要

Internet has become an excellent source for gathering consumer reviews, while opinion of consumer reviews expressed in sentiment words. However, due to the fuzziness of Chinese word itself, the sentiment judgments of people are more subjective. Studies have shown that the polarities and strengths judgment of sentiment words obey Gaussian distribution. In this paper, we propose a novel method of polarity computation of Chinese sentiment words based on Gaussian distribution which can analyze an analysis of semantic fuzziness of Chinese sentiment words quantitatively. Furthermore, several equations are proposed to calculate the polarities and strengths of sentiment words. Experimental results show that our method is highly effective.

源语言英语
主期刊名Computational Linguistics and Intelligent Text Processing - 15th International Conference, CICLing 2014, Proceedings
出版商Springer Verlag
53-61
页数9
版本PART 2
ISBN(印刷版)9783642549021
DOI
出版状态已出版 - 2014
活动15th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2014 - Kathmandu, 尼泊尔
期限: 6 4月 201412 4月 2014

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
编号PART 2
8404 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议15th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2014
国家/地区尼泊尔
Kathmandu
时期6/04/1412/04/14

指纹

探究 'A method of polarity computation of chinese sentiment words based on gaussian distribution' 的科研主题。它们共同构成独一无二的指纹。

引用此