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Semantic based Chinese sentence sentiment analysis

Authors :
Yi Zhuang
Haohong Li
Chengxiang Yuan
Source :
FSKD
Publication Year :
2011
Publisher :
IEEE, 2011.

Abstract

A sentiment analysis (SA) method for Chinese is presented in this paper. First, natural language processing (NLP) technique is used to analyze the interdependence relationship between components of the sentence, then the syntax components are detected which affect the sentence sentiment. Finally, a sentence sentiment is calculated. The sentiment of some terms is variable. To improve the precision and recall of our method, domain ontology is used to analyze the sentiment of those terms.

Details

Database :
OpenAIRE
Journal :
2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
Accession number :
edsair.doi...........3cf9e077476ef6d412994fdb7bac8866
Full Text :
https://doi.org/10.1109/fskd.2011.6019960