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Research of the distance learning support system by using the electroencephalograph

Research Project

Project/Area Number 24501219
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionShonan Institute of Technology

Principal Investigator

YOSHIDA KOUJI  湘南工科大学, 工学部, 教授 (80341171)

Co-Investigator(Kenkyū-buntansha) MIYAJI Isao  岡山理科大学, 総合情報学部, 教授 (30043722)
Co-Investigator(Renkei-kenkyūsha) YAMADA Kunihiro  東海大学, 情報科学, 教授 (20408066)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords脳波センサー / フィードバック / 遠隔教育 / 支援システム / 学習支援 / α波 / β波 / γ波
Outline of Final Research Achievements

First of all, we have been developing systems using distance learning and blended learning. However, no equipment has ever been able to measure human states easily. Inexpensive electroencephalogram sensors have become available lately, which enable us to measure electroencephalograms, to monitor human states thereby, and to obtain information easily as digital data. We analyzed the relation between α and β waves using this simple electroencephalograph. The results revealed that measurement of β/α enables us to evaluate the activity and vital activity of the human brain.
Secondly,experiments using a support system with (θ + α)/(10 × low γ) as an index showed improved percentages of correct answers.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (17 results)

All 2014 2013 2012 Other

All Journal Article (7 results) (of which Peer Reviewed: 6 results,  Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (9 results) Book (1 results)

  • [Journal Article] Learning system using simple electroencephalograph feedback effect during memory work2014

    • Author(s)
      Kouji Yoshida, Fumiaki Hirai, Yuta Sakamoto and Isao Miyaji
    • Journal Title

      KES'2014, Proceedings, Knowledge-Based Intelligent Information and Engineering Systems

      Volume: 1 Pages: 1596-1604

    • DOI

      10.1016/j.procs.2014.08.243

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Verification of the feedback effect of a learning system using simple electroencephalographs2014

    • Author(s)
      Kouji Yoshida, Fumiaki Hirai and Isao Miyaji
    • Journal Title

      Proceedings of IWIN2014, International Workshop on INfomatics

      Volume: 1 Pages: 123-130

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Simple-electroencephalography Based Feedback Learning System Prototype Used During Memorization Work2014

    • Author(s)
      Kouji Yoshida, Fumiyasu Hirai
    • Journal Title

      2014 IEEE 3rd Global Conference on Comsumer Electronics(GCCE)

      Volume: 1 Pages: 397-400

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Evaluation of the change of work using simple electroencephalography2013

    • Author(s)
      Kouji Yoshida, Fumiaki Hirai, Yuta Sakamoto and Isao Miyaji
    • Journal Title

      KES'2013, Proceedings, Knowledge-Based Intelligent Information and Engineering Systems

      Volume: 1 Pages: 1817-1826

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Comparative analysis of cognition and memorization during learning using simple electroencephalographs2013

    • Author(s)
      Kouji Yoshida, Fumiaki Hirai and Isao Miyaji
    • Journal Title

      Proceedings of IWIN2013, International Workshop on INfomatics

      Volume: 1

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effects of Blended Lessons of Teaching Method for Information Studies in Which Students Complete the Given Assignments2013

    • Author(s)
      Isao Miyaji, Kouji Yoshida
    • Journal Title

      Proceedings of IEEE Region 10 Humanitarian Technology Conference (HTC2013)

      Volume: 1 Pages: 321-326

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Trial of distance learning system using a brain wave sensor2012

    • Author(s)
      Kouji Yoshida, Isao Miyaji, Kunihiro Yamada and Satoru Fujii
    • Journal Title

      International Jounal of Infomatics Society

      Volume: Vol.3 No.3 ISSN 1883-4566 Pages: 103-107

    • Related Report
      2012 Research-status Report
  • [Presentation] 簡易脳波計による記憶作業における脳波状況フィードバック学習システムの試作2014

    • Author(s)
      平井章康,吉田幸二,宮地功
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2014)シンポジウム論文集
    • Place of Presentation
      新潟県月岡温泉 ホテル泉慶
    • Year and Date
      2014-07-10 – 2014-07-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 簡易脳波計による記憶作業時におけるフィードバック学習システムの試作2014

    • Author(s)
      平井章康,吉田幸二
    • Organizer
      M2M研究会専門部会
    • Place of Presentation
      芝浦工業大学
    • Year and Date
      2014-04-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Javaによる簡易脳波データの測定・表示プログラムの作成2013

    • Author(s)
      平井章康,吉田幸二
    • Organizer
      M2M研究会専門部会
    • Place of Presentation
      サレジオ高専
    • Related Report
      2013 Research-status Report
  • [Presentation] 簡易脳波計による学習時の思考と記憶の比較分析2013

    • Author(s)
      平井章康,吉田幸二,宮地功
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2013)シンポジウム論文集
    • Place of Presentation
      十勝川温泉 ホテル大平原
    • Related Report
      2013 Research-status Report
  • [Presentation] クリッカー利用の演習中心のブレンド型授業における用語認知度の変化2013

    • Author(s)
      宮地功,吉田幸二
    • Organizer
      日本科学教育学会中国支部シンポジウム「eラーニングからブレンディッドラーニングへ」(part5)講演論文集,
    • Place of Presentation
      岡山理科大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 簡易脳波計による学習状態の思考比較分析2012

    • Author(s)
      坂本佑太、吉田幸二、宮地功
    • Organizer
      情報処理学会マルチメディア,分散,協調とモバイル(DICOMO2012)シンポジウム
    • Place of Presentation
      石川県 山代温泉 ホテル百万石
    • Related Report
      2012 Research-status Report
  • [Presentation] Analysis comparison of brain waves at the learning status by simple electroencephalography2012

    • Author(s)
      K. Yoshida, Y. Sakamoto, I. Miyaji, K. Yamada
    • Organizer
      KES'2012, Proceedings, Knowledge-Based Intelligent Information and Engineering Systems
    • Place of Presentation
      San Sebastian, Spain
    • Related Report
      2012 Research-status Report
  • [Presentation] 簡易脳波計によるα波とβ波を用いた学習状態と思考状態の比較分析の試み

    • Author(s)
      坂本佑太、吉田幸二
    • Organizer
      M2M研究会専門部会
    • Place of Presentation
      東海大学高輪校舎
    • Related Report
      2012 Research-status Report
  • [Presentation] 簡易脳波計による学習状態脳波の分析比較

    • Author(s)
      吉田幸二、坂本佑太、宮地功、山田圀裕
    • Organizer
      電子情報通信学会教育工学研究会
    • Place of Presentation
      岡山理科大学
    • Related Report
      2012 Research-status Report
  • [Book] Java言語によるオブジェクト指向プログラミング2012

    • Author(s)
      吉田幸二、増田英孝、中島毅
    • Total Pages
      218
    • Publisher
      共立出版
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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