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Development of evaluation and analysis method for highly interactive educational contents using plural physiological indices

Research Project

Project/Area Number 26350293
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionOsaka Electro-Communication University

Principal Investigator

UENO Masayuki  大阪電気通信大学, 総合情報学部, 准教授 (50300348)

Co-Investigator(Kenkyū-buntansha) 高見 友幸  大阪電気通信大学, 総合情報学部, 教授 (50300314)
和田 慎二郎  プール学院大学短期大学部, 秘書科, 准教授 (70321114)
Research Collaborator TSUSHIMA Katsuhide  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords生理指標 / 脳波成分 / 心拍変動 / 緊張度 / 対話的タスク / ゲーム状況 / 脳波 / 心拍 / 精神的ストレス / 集中度 / ゲーミフィケーション / データ分析
Outline of Final Research Achievements

(1)As an index for estimating the degree of tension from the heart rate variability have been proposed various indicators. Interactive tasks the results of experiments with, but stable results in indicators such as standard deviation and Poincar plot of the heartbeat interval, for LFHF, result variation is large is obtained.
(2)Analysis of the EEG of a subject in various tasks circumstances, it was found that the deviation of the brain wave component seen by the type of task. Further, when changing the load introspective tasks such as mental arithmetic, EEG component hardly changes. However, the interactive tasks, the load increases, delta wave component is reduced, to obtain a result that other components tends to increase. A similar trend is seen further in the game situation, the load in an excessive situations, trends such as beta & gamma wave component remarkably increases were found to be seen.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (16 results)

All 2017 2016 2015 2014

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 3 results) Presentation (13 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] The EEG Analysis of Interactive Tasks2017

    • Author(s)
      Masayuki UENO, Shinjiro WADA, Tomoyuki TAKAMI
    • Journal Title

      Proc. of Edmedia 2017

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 対話的タスクにおける心拍緊張度指標の安定性の評価2016

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Journal Title

      ゲーム学会論文誌

      Volume: 10

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Development of game player analysis with physiological indexes2015

    • Author(s)
      M. Ueno, S. Wada and T. Takami
    • Journal Title

      2015 IEEE 4th Global Conference on Consumer Electronics (GCCE)

      Volume: 4 Pages: 339-340

    • DOI

      10.1109/gcce.2015.7398653

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] The EEG Analysis of Interactive Tasks2017

    • Author(s)
      Masayuki UENO, Shinjiro WADA, Tomoyuki TAKAMI
    • Organizer
      EdMedia 2017
    • Place of Presentation
      Washington, D.C. , USA
    • Year and Date
      2017-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ゲーム・対話タスクにおける脳波の分析2017

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会ゲームと教育研究部会
    • Place of Presentation
      香川大学 幸町南キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] ゲームにおける集中状態の脳波による分析2016

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会第15回全国大会
    • Place of Presentation
      大分市コンパルホール
    • Year and Date
      2016-11-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] 高度インタラクティブ教育コンテンツにおける集中状態の分析2016

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      教育システム情報学会
    • Place of Presentation
      帝京大学 宇都宮キャンパス
    • Year and Date
      2016-08-29
    • Related Report
      2016 Annual Research Report
  • [Presentation] ゲームプレイ時の情動・集中状態の分析のための実験計画2016

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会第14回全国大会
    • Place of Presentation
      香川大学(香川県高松市)
    • Year and Date
      2016-03-18
    • Related Report
      2015 Research-status Report
  • [Presentation] ゲームプレイ時における集中状態のモデルと生理指標2016

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会第14回合同研究会
    • Place of Presentation
      岡山大学 津島キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] 脳波によるゲームプレイ時の集中状態分析のための実験計画2015

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会ゲームと教育研究部会
    • Place of Presentation
      香川大学(香川県高松市)
    • Year and Date
      2015-12-12
    • Related Report
      2015 Research-status Report
  • [Presentation] Development of game player analysis with physiological indexes2015

    • Author(s)
      M. Ueno, S. Wada and T. Takami
    • Organizer
      2015 IEEE 4th Global Conference on Consumer Electronics (GCCE)
    • Place of Presentation
      グランキューブ大阪(大阪府大阪市)
    • Year and Date
      2015-10-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ゲームにおける生理指標による集中状態の分析2015

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      ゲーム学会第13回合同研究会
    • Place of Presentation
      大阪電気通信大学(大阪府寝屋川市)
    • Year and Date
      2015-09-13
    • Related Report
      2015 Research-status Report
  • [Presentation] 高度インタラクティブ教育コンテンツにおける生理指標による集中状態の分析2015

    • Author(s)
      植野 雅之,和田 慎二郎,高見 友幸
    • Organizer
      教育システム情報学会第40回全国大会
    • Place of Presentation
      徳島大学(徳島県南常三島町)
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
  • [Presentation] ゲームプレイ時における心拍変動の分析と評価2015

    • Author(s)
      植野雅之,和田慎二郎,高見友幸
    • Organizer
      ゲーム学会
    • Place of Presentation
      大阪大学 中之島センター(大阪府大阪市)
    • Year and Date
      2015-03-01
    • Related Report
      2014 Research-status Report
  • [Presentation] 高度インタラクティブ教育コンテンツ分析のための複数の生理指標モニタリングシステムの構築2014

    • Author(s)
      植野雅之,和田慎二郎,高見友幸
    • Organizer
      教育システム情報学会
    • Place of Presentation
      和歌山大学(和歌山県和歌山市)
    • Year and Date
      2014-09-11
    • Related Report
      2014 Research-status Report
  • [Presentation] ゲームプレイ時における心拍変動の分析2014

    • Author(s)
      植野雅之,和田慎二郎,高見友幸
    • Organizer
      ゲーム学会
    • Place of Presentation
      大阪電気通信大学(大阪府寝屋川市)
    • Year and Date
      2014-08-02
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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