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Journal > IPTEK The Journal for Technology and Science > Text Mining for Fuzzy-based Emotion Expressions

 

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IPTEK The Journal for Technology and Science
Vol 21, No 1 (2010)
Text Mining for Fuzzy-based Emotion Expressions
Article Info   ABSTRACT
Published date:
01 Feb 2010
 
A model of emotion representation in the form of facial expressions using text mining technique, followed by fuzzy-based mechanisms using Fuzzy Inference System (FIS) is proposed. The model classifies the emotional content of sentences from text input and expresses corresponding emotions by a facial expression. Text input is classified using Na¨ıve Bayes text classifier, while facial expression of a virtual character are controlled by Mamdani fuzzy inference system utilizing results from text classifier. This model is able to show the facial expression with admixture blending emotions. As a demonstration, examples of facial expressions with corresponding text inputs as results from the implementation of our model are shown.
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