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文章基本信息

  • 标题:A Dual-Modal System that Evaluates User's Emotions in Virtual Learning Environments and Responds Affectively
  • 本地全文:下载
  • 作者:Michalis Feidakis ; Thanasis Daradoumis ; Santi Caballe
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2013
  • 卷号:19
  • 期号:11
  • 页码:1638-1660
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:Endowing learning systems with emotion awareness features (capture user's affective state and provide affective feedback), seems quite promising. This paper describes a system implementation that provides emotion awareness, both explicitly, by self-reporting of emotions through a usable web tool, and implicitly, via sentiment analysis. Prominent theories, models and techniques of emotion, emotion learning, emotion detection and affective feedback are reviewed. We also present findings from our experiment with university students, validating the explicit mechanism in real education settings. Finally, we set open issues for future experimentation, contributing to the research agenda.
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