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  • 标题:EMOTIONAL LIGHTING SYSTEM ABLE TO EMOTION REASONING USING FUZZY INFERENCE
  • 本地全文:下载
  • 作者:BO-RAM KIM ; DONG KEUN KIM
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2018
  • 卷号:96
  • 期号:5
  • 出版社:Journal of Theoretical and Applied
  • 摘要:Recently, the development of emotional lighting technology has been attracting attention for its potential uses in various fields. This reflects the increasing awareness of and interest in the psychological and emotional states of people, and aligns with the increase in demanding for emotional-friendly products. In previous works focusing on emotional lighting, emotions were inferred by measuring the biometric signals of subjects using separate devices or genetic algorithms. However, these methods are unsuitable for mobile devices because of the complexity of both the measurement process and the inference of emotion. To solve this problem, a smart emotional lighting control system which infers emotions through fuzzy reasoning using heart rate and RR interval is proposed below. Experimental results yielded an average 90.67% accuracy in performance estimation for this fuzzy reasoning system. These results indicate that the proposed method has the potential to provide appropriate lighting through reasoning drawing directly from users� emotions, and is expected to be of future use in various fields.
  • 关键词:Emotional Lighting; Fuzzy Reasoning; Lighting Control; Emotional Reasoning; Smart watch
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