Construction and evaluation of Chinese emotion classification model

Authors:
Yu Zhang;Fuji Ren;Shingo Kuroiwa
Affiliations:
Information Science and Intelligent Systems, Faculty of Engineering, The University of Tokushima, Tokushima, Japan;Information Science and Intelligent Systems, Faculty of Engineering, The University of Tokushima, Tokushima, Japan;Information Science and Intelligent Systems, Faculty of Engineering, The University of Tokushima, Tokushima, Japan
Venue:
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Year:
2006

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Abstract

Natural language has attracted importance to some researchers working on Emotion recognizing. Our study focuses on the semi-automatic acquisition technique to obtain the emotion information with the constructed emotion thesaurus we have made. In this paper, we made two models, one is the emotion thesaurus, the other is the emotion analyzer. Firstly we construct Chinese language emotion thesaurus, the word in which thesaurus has its own classifying of the corresponding emotion information. Secondly, using the thesaurus we set up a model to recognize the object sentence including functions of lexical analysis syntax analysis, emotion sensing and emotion computing. The following investigations are presented to show that the concept of "image value" can be used by the constructed system to obtain the emotion information from the sentence based on the constructed emotion thesaurus.