並列砂時計型ニューラルネットワークと情緒生起手法を用いた感情指向型インタフェースの応用

概要

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We developed an application soft with emotional facial expression that can analyze emotions of the user and represent emotions to facial expressions. The application has two outstanding functions. One function is display emotional faces and the other is analysis of emotion from some sentences. The face displaying part is due to a sand glass type neural network by training the real face images. The emotional analyzing part is due to Emotion Generating Calculations(EGC) method based on the Elliott's Emotion Eliciting Condition Theory. The proposed method can judge whether an event at pleasant or not and can obtain each emotion values for 20 various emotions under the situation. Successfully, these attributes are set to the trained neural network as input signals. As a result, the proposed system deplicted with real face images which display emotions corresponded to the sentences in a mail. In this paper, our proposed system we call JavaFaceMail is introduced as a kind of emotional oriented intelligent systems.
ヒューマンインタフェース学会の論文
2001-11-01