Human Awareness Support by Changing Values of Hidden Factors of Input Stimuli Dynamically

Hideyuki Takagi, Keisuke Ikeda, Wei Qiang Lai

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

抄録

We propose an awareness support system that helps a user to be aware of the reason of his/her evaluations. Based on our proposed definition of human awareness mechanism, we extract hidden factors of input information using an autoencoder neural networks and implement its decoder part into an awareness support system. The big feature of this system is to let a user change the values of the extracted hidden factors manually and observe the system outputs that change according to the changes of hidden factors. Experimental results using a task of generating facial emotions with 21 human subjects have shown the effectiveness of this approach.

本文言語英語
ホスト出版物のタイトル2018 9th International Conference on Awareness Science and Technology, iCAST 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ20-25
ページ数6
ISBN(電子版)9781538658260
DOI
出版ステータス出版済み - 10 31 2018
イベント9th International Conference on Awareness Science and Technology, iCAST 2018 - Fukuoka, 日本
継続期間: 9 19 20189 21 2018

出版物シリーズ

名前2018 9th International Conference on Awareness Science and Technology, iCAST 2018

その他

その他9th International Conference on Awareness Science and Technology, iCAST 2018
Country日本
CityFukuoka
Period9/19/189/21/18

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Human-Computer Interaction
  • Information Systems and Management
  • Experimental and Cognitive Psychology
  • Social Psychology
  • Communication

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