• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2015, Vol. 37 ›› Issue (12): 2312-2317.

• 论文 • Previous Articles     Next Articles

Research on Chinese irony detection in microblog  

DENG Zhao1,JIA Xiuyi1,CHEN Jiajun2   

  1. (1.School of Computer Science and Engineering,Nanjing University of Science and Technology,Nanjing 210094;2.Department of Computer Science and Technology,Nanjing University,Nanjing 210023,China)
  • Received:2015-08-28 Revised:2015-10-26 Online:2015-12-25 Published:2015-12-25

Abstract:

Irony detection has drawn much attention in recent years. However, most studies are based on foreign languages. In this paper, we focus on the Chinese irony detection in microblog. Considering the characteristics of both Chinese language and social networks, we build a set of discriminating features for Chinese irony detection. Information gain is applied to these six features to compare their efficiency, and several classifiers are employed to test their stability. Experimental results prove the efficiency of the proposed features.

Key words: irony detection;feature construction;microblog