Approach to emotion oriented intelligent system by parallel sand glass type neural networks and emotion generating calculations

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  • 並列砂時計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イスの応用
  • ヘイレツ スナドケイ ニューラル ネットワーク ト ジョウチョ セイキ シュホウ オ モチイタ カンジョウ シコウガタ インタフェイス ノ オウヨウ

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We developed an application soft with emotional facial expression that can analyze emotions of the user and represent emotions with facial expressions. The application has two outstanding functions. One function is displaying 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 Elliot's Emotion Eliciting Condition Theory. The proposed method can judge whether an event is pleasant or not and can obtain each emotion value for 20 various emotions under the situation. Successfully, these attributes are set to the trained neural network as input signals. In this paper, our proposed system we call FaceMail is introduced as a kind of emotional oriented intelligent systems.

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