• DocumentCode
    634469
  • Title

    A Proposal of New E-Learning System Design Focusing on Emotional Aspects Using Biological Signals

  • Author

    Charoenpit, Saromporn ; Ohkura, Michiko

  • Author_Institution
    Grad. Sch. of Eng., Shibaura Inst. of Technol., Tokyo, Japan
  • fYear
    2013
  • fDate
    5-7 July 2013
  • Firstpage
    178
  • Lastpage
    182
  • Abstract
    New technologies can make a big difference in education. E-learning, which is the computer and network-enabled transfer of skills and knowledge, is one example of a new technology. We propose a new e-learning system that focuses on affective affective aspects and integrates biological sensors to measure, detect, and analyze user emotions, which are one of the most controversial topics in psychology and play a vital role in many human activities. Recent research on emotional responses to online learning has focused on the importance of learner feelings in relation to learning communities. We designed our system to complement the effectiveness of e-learning.
  • Keywords
    computer aided instruction; electrocardiography; electroencephalography; emotion recognition; eye; medical signal processing; object tracking; psychology; ECG; EEG; affective aspects; biological sensors; biological signals; e-learning system design; education; electrocardiography; electroencephalography; emotional aspects; eye tracking; human activity; knowledge transfer; learner feelings; learning community; online learning; psychology; skills transfer; user emotion analysis; user emotion detection; user emotion measurement; Biology; Biosensors; Electrocardiography; Electroencephalography; Electronic learning; Least squares approximations; Affective aspects; Biological sensors; E-Learning; Emotions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biometrics and Kansei Engineering (ICBAKE), 2013 International Conference on
  • Conference_Location
    Tokyo
  • Type

    conf

  • DOI
    10.1109/ICBAKE.2013.35
  • Filename
    6603497