MicroBlog Orientation Analysis Based on Sentiment Symbol

Autor: Pei Yu Liu, Xiu Yan Hou, Yan Hui Zhang, Jing Xun Wei
Rok vydání: 2014
Předmět:
Zdroj: Applied Mechanics and Materials. :1933-1937
ISSN: 1662-7482
DOI: 10.4028/www.scientific.net/amm.687-691.1933
Popis: As a new social networking media, Micro-blog is recognized by more and more people gradually, the orientation analysis of Micro-blog short text messages has become a hotspot in the field of data mining. At present, the research of Micro-blog orientation analysis mainly concentrate in the text, without considering the impact of other emotional factors. By analyzing and studying Sina Micro-blog, this paper added new words and emoticons in the basis of traditional emotional dictionary to construct special Micro-blog dictionary. Meanwhile, it analyzed rhetoric and sentence to improve the effect of orientation analysis. The experimental results showed that the method in Micro-blog orientation analysis obtained better performance.
Databáze: OpenAIRE