计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (32): 174-177.

• 数据库与信息处理 • 上一篇    下一篇

面向中日关系论坛的情感分类问题研究

王素格,李 伟   

  1. 山西大学 数学科学学院,太原 030006
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2007-11-11 发布日期:2007-11-11
  • 通讯作者: 王素格

Research on sentiment classification problem of sino-japanese relations forum

WANG Su-ge LI Wei   

  1. School of Mathematics Science,Shanxi University,Taiyuan 030006,China
  • Received:1900-01-01 Revised:1900-01-01 Online:2007-11-11 Published:2007-11-11
  • Contact: WANG Su-ge

摘要: 针对中日论坛的情感分类问题,研究了特定领域(中日关系论坛)语料的特点,考察了不同特征维数、不同特征权重计算、不同特征选取方法以及限定词类词语对情感分类结果的影响。最后通过对2006年1月份到5月份的中日论坛语料的自动情感分类,推断出该阶段中日关系走势。

关键词: 论坛, 情感分类, 支持向量机, 特征选择

Abstract: Aiming at sentiment classification problem about Sino-Japanese relations forum,this paper studies the corpus characteristic of the specific areas(on Sino-Japanese Relations forum),the influence of different characteristic dimension,weight computation,selection method as well as different word classes to the sentiment classification result.By automatically classifying sentiments on the corpus of Sino-Japanese Relations Forum during Jan.,2006-May,2006.,the situation of Sino-Japanese relations are concluded.

Key words: forum, sentiment classification, support vector machine, characteristic selection