JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2013, Vol. 43 ›› Issue (6): 27-33.

• Articles • Previous Articles     Next Articles

A method on building Chinese sentiment lexicon for text sentiment analysis

ZHOU Yong-mei1, YANG Jia-neng2, YANG Ai-min1   

  1. 1. Cisco School of Informatics, Guangdong University of Foreign Studies, Guangzhou 510006, China;
    2. School of Management, Guangdong University of Foreign Studies, Guangzhou 510006, China
  • Received:2013-04-30 Online:2013-12-20 Published:2013-04-30

Abstract:

A method on building Chinese sentiment lexicon based on HowNet and SentiWordNet was proposed,in which sentiment intensity of the word was automatically calculated by decomposing it into multiple semantic units and a lexicon proofreading technique was used to optimize the value of sentiment intensity of the word. The building lexicon was applied to the task of sentiment analysis, in which the support vector machine was used to build the sentiment classifier. The experiment results showed that the built sentiment lexicon was more effective than the general polar sentiment lexicon,and provided an effective dictionary resource for the research of sentiment analysis.

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!