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Some Studies on Estimation Using Biological Information for Achievement Levels of Iterative Learning

Research Project

Project/Area Number 23650549
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionHakuoh University

Principal Investigator

FUNADA Mariko  白鴎大学, 経営学部, 教授 (70137701)

Co-Investigator(Kenkyū-buntansha) SHIBUKAWA Miki  白鴎大学, 教育学部 (80285965)
Co-Investigator(Renkei-kenkyūsha) AKAHORI Kanji   (80143626)
Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords反復学習 / 達成度 / 習熟 / 正答数 / 事象関連電位 / 脳波 / 尺度 / 個人差 / 学習 / 学習曲線 / 達成度評価 / 生体情報
Research Abstract

We are aiming at understanding the objective achievement of the iterative learning by using biological information with a focus on event-related potentials (ERPs). ERPs are measured by the “Data Selecting and Averaging Method” (Funada, et al., 2010). It was confirmed that we could observe some changes in the waveforms of EEG after the display of aproblem by iterative learning. That is, the latencies of ERPs became shorter by iterative learning.We derived a suitable model that reflects the effect of iterative learning, and then proposed a method of how the achievement level by iterative learning is estimated. We showed that different shapes of ERPs are mainly caused by different levels of proficiency among individuals.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (26 results)

All 2013 2012 2011

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (17 results)

  • [Journal Article] An Ef fective ERP Model for Brain Computer Interface2013

    • Author(s)
      Mariko Funada, Yoshihide Igarashi,Tadashi Funada, Miki Shibukawa
    • Journal Title

      HCI2013

      Volume: (in printing)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Effective ERP Model for Brain Computer Interface2013

    • Author(s)
      Mariko Funada
    • Journal Title

      HCI2013 (in Printing)

      Volume: HCI2013 Pages: 1-10

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantification and Analysis of the Efficiency of Iterative Learning by Using Event Related Potentials2012

    • Author(s)
      Mariko Funada, Tadashi Funada, Miki Shibukawa, Kanji Akahori
    • Journal Title

      Educ. Technol. Res

      Volume: 35 Pages: 103-113

    • NAID

      110009553525

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Model Reflecting the Changes of ERPS during Repeated Learning of calculation, Modelling, Identification and Control / 770:2012

    • Author(s)
      Mariko Funada, Yoshihide Igarashi, Tadashi Funada, Miki Shibukawa
    • Journal Title

      Advances Computer Science and Engineering

      Volume: 1-7 Pages: 769-86

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Studies on the Measurement of Achievement in Simple Arithmetic Drills from the Inflections of Event-Related Potentials2012

    • Author(s)
      Miki Shibukawa, Mariko Funada, Yoshihide Igarashi
    • Journal Title

      Modeling, Identification and Control / 770: Advances in Computer Science and Engineering

      Volume: 1-8 Pages: 769-35

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Quantification and Analysis of the Efficiency of Interactive Learning by Using Event- Related Potentials2012

    • Author(s)
      Mariko Funada
    • Journal Title

      Educ. Technol. Res.

      Volume: 35 Pages: 103-113

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Model Reflecting the Changes of ERPs during Repeated Learning of Calculations2012

    • Author(s)
      Mariko Funada
    • Journal Title

      Modelling, Identification and Control / 770: Advances in Computer Science and Engineering

      Volume: 770 Pages: 1-7

    • DOI

      10.2316/p.2012.769-086

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Studies on the Measurement of Achievement in Simple Arithmetic Drills from the Inflections of Event-Related Potentials2012

    • Author(s)
      Miki Shibukawa
    • Journal Title

      Modelling, Identification and Control / 770: Advances in Computer Science and Engineering

      Volume: 770 Pages: 1-8

    • DOI

      10.2316/p.2012.769-035

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Studies on Imaging Mrthods to Realize Effective BCI through ERPs2012

    • Author(s)
      Mariko Funada, Yoshihide Igarashi, Tadashi Funada, Miki Shibukawa
    • Journal Title

      HCI International Proceeding

      Volume: LNCS6769 Pages: 228-236

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 反復作業時の事象関連電位の個人差に関する一考察2013

    • Author(s)
      舩田眞里子、舩田忠、渋川美紀
    • Organizer
      日本人間工学会
    • Place of Presentation
      日本大学(千葉県)
    • Year and Date
      2013-06-02
    • Related Report
      2012 Final Research Report
  • [Presentation] 事象関連電位を用いた計算の得手不得手の推定の試み2013

    • Author(s)
      渋川美紀、舩田眞里子
    • Organizer
      日本人間工学会
    • Place of Presentation
      日本大学(千葉県)
    • Year and Date
      2013-06-02
    • Related Report
      2012 Final Research Report
  • [Presentation] 反復作業時の事象関連電位の個人差に関する一考察2013

    • Author(s)
      舩田眞里子
    • Organizer
      日本人間工学会
    • Place of Presentation
      日本大学(千葉県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 事象関連電位を用いた計算の得手不得手の推定の試み2013

    • Author(s)
      渋川美紀
    • Organizer
      日本人間工学会
    • Place of Presentation
      日本大学(千葉県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 計算の得手不得手の計量を目的とした事象関連電位の分析2012

    • Author(s)
      渋川美紀、舩田眞里子
    • Organizer
      日本行動計量学会
    • Place of Presentation
      新潟県立大学(新潟県)
    • Year and Date
      2012-09-16
    • Related Report
      2012 Final Research Report
  • [Presentation] 生体指標を用いた反復学習の効果を計量するための尺度の構成2012

    • Author(s)
      舩田眞里子、舩田忠、渋川美紀
    • Organizer
      日本行動計量学会
    • Place of Presentation
      新潟県立大学(新潟県)
    • Year and Date
      2012-09-15
    • Related Report
      2012 Final Research Report
  • [Presentation] 事象関連電位を用いた計算課題と動機づけとの関係2012

    • Author(s)
      舩田眞里子、舩田忠、渋川美紀
    • Organizer
      日本人間工学会
    • Place of Presentation
      九州大学(福岡県)
    • Year and Date
      2012-06-09
    • Related Report
      2012 Final Research Report
  • [Presentation] 計算の得手不得手と事象関連電位2012

    • Author(s)
      渋川美紀、舩田眞里子
    • Place of Presentation
      九州大学(福岡県)
    • Year and Date
      2012-06-09
    • Related Report
      2012 Final Research Report
  • [Presentation] 生体指標を用いた反復学習の効果を計量するための尺度の構成2012

    • Author(s)
      舩田眞里子
    • Organizer
      日本行動計量学会
    • Place of Presentation
      新潟県立大学(新潟県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 計算の得手不得手の計量を目的とした事象関連電位の分析2012

    • Author(s)
      渋川美紀
    • Organizer
      日本行動計量学会
    • Place of Presentation
      新潟県立大学(新潟県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 事象関連電位を用いた計算課題と動機付けとの関係2012

    • Author(s)
      舩田眞里子
    • Organizer
      日本人間工学会
    • Place of Presentation
      九州大学(福岡県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 計算の得手不得手と事象関連電位2012

    • Author(s)
      渋川美紀
    • Organizer
      日本人間工学会
    • Place of Presentation
      九州大学(福岡県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Studies on Imaging Mrthods to Realize Effective BCI through ERPs2012

    • Author(s)
      Mariko Funada, Yoshihide Igarashi, Tadashi Funada, Miki Shibukawa
    • Organizer
      14th HCI International Conferences
    • Place of Presentation
      Orlando
    • Related Report
      2011 Research-status Report
  • [Presentation] 課題実行時の事象関連電位の分類と課題の反復・難度との関係に関する研究2011

    • Author(s)
      舩田眞里子、舩田忠、渋川美紀
    • Organizer
      日本行動計量学会
    • Place of Presentation
      岡山理科大学(岡山県)
    • Year and Date
      2011-09-14
    • Related Report
      2012 Final Research Report
  • [Presentation] イメージ画像を用いた学習の反復と事象関連電位の変化2011

    • Author(s)
      渋川美紀、舩田眞里子
    • Organizer
      日本行動計量学会
    • Place of Presentation
      岡山理科大学(岡山県)
    • Year and Date
      2011-09-14
    • Related Report
      2012 Final Research Report
  • [Presentation] 舩田眞里子、舩田忠、渋川美紀2011

    • Author(s)
      課題実行時の事象関連電位の分類と課題の反復・難度との関係に関する研究
    • Organizer
      日本行動計量学会
    • Place of Presentation
      岡山理科大学
    • Related Report
      2011 Research-status Report
  • [Presentation] イメージ画像を用いた学習の反復と自称関連電位の変化2011

    • Author(s)
      渋川美紀、舩田眞里子
    • Organizer
      日本行動計量学会
    • Place of Presentation
      岡山理科大学
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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