IPTEK The Journal for Technology and Science
Vol 21, No 1 (2010)

Text Mining for Fuzzy-based Emotion Expressions

Sumpeno, Surya (Unknown)
Hariadi, Mochamad (Unknown)
Hery, Mauridhi (Unknown)

Article Info

Publish Date
01 Feb 2010

Abstract

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.

Copyrights © 2010




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Journal Info
IPTEK The Journal for Technology and Science
Website

Abbrev

jts

Publisher

Institut Teknologi Sepuluh Nopember Surabaya

Subject

Computer Science & IT

Description

IPTEK The Journal for Technology and Science (eISSN: 2088-2033; Print ISSN:0853-4098), is an academic journal on the issued related to natural science and technology. The journal initially published four issues every year, i.e. February, May, August, and November. From 2014, IPTEK the Journal for ...