The Effectiveness of Feedback Control in a HCI System Using Biological Features of Human Beings

  • Mariko Funada
  • Miki Shibukawa
  • Yoshihide Igarashi
  • Takashi Shimizu
  • Tadashi Funada
  • Satoki P. Ninomija
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5638)

Abstract

The purpose of this paper is to clarify the brain activities of human beings engaged in their tasks. Response time, correctness ratios, and Event Related Potentials (ERPs) are useful indexes of the brain activities of a subject at his task in the experiments. We analyze these indexes by a method called the Principle Component Analysis. Then we characterize the brain activities while he is engaged in the task. Finally we discuss the effectiveness of feedback control in a HCI system using these indexes.

Keywords

event related potentials feedback control principle component analysis response time 

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References

  1. 1.
    Davis, H., Davis, P.A., Loomis, L., et al.: Electrical reaction of the brain to auditory stimulation during sleep. J. Neurophysiol. 2, 500–514 (1939)Google Scholar
  2. 2.
    Dawson, G.: Cerebral responses to electrical stimulation of peripheral nerve in man. J. Neurol Neurosurg Psychiat. 10, 137–140 (1947)Google Scholar
  3. 3.
    Funada, M.F.: An Object-oriented Filtering Method for Measuring Event. The Hakuoh Graduate School Business Review 5, 93–109 (2005)Google Scholar
  4. 4.
    Luck, S.J.: An Introduction Event-Related Potential Technique. The MIT Press, Cambridge (2005)Google Scholar
  5. 5.
    Ookuma, T.: Clinical Electroencephalography, Igakusyoin (1999) (in Japanese)Google Scholar
  6. 6.
    Picton, T.W., et al.: Guideline for using human event-related potentials to study cognition: recording standards and publication criteria. Psychophysiology 37, 128–152 (2000)CrossRefGoogle Scholar
  7. 7.
    Tanba, S., Turu, N.: Event Related Potential, Sinkouigaku-syppansya (1997) (in Japanese)Google Scholar
  8. 8.
    Turu, N.: Electroencephalography and Analysis of Electroencephalogram, Sinkouigaku-syppansya (2000) (in Japanese)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Mariko Funada
    • 1
  • Miki Shibukawa
    • 2
  • Yoshihide Igarashi
    • 3
  • Takashi Shimizu
    • 1
  • Tadashi Funada
    • 4
  • Satoki P. Ninomija
    • 5
  1. 1.Department of Business AdministrationHakuoh UniversityOyamaJapan
  2. 2.Department of EducationHakuoh UniversityOyamaJapan
  3. 3.Professor EmeritusGunam UniversityKiryuJapan
  4. 4.College of Science, Toshima-kuRikkyo UniversityTokyoJapan
  5. 5.Aoyama Gakuin University, Professor Emeritus, SagamiharaKanagawaJapan

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