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Construction of biometric information utilization method for virtual space effective active learning

Research Project

Project/Area Number 16K00436
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionGifu National College of Technology

Principal Investigator

Ogawa Nobuyuki  岐阜工業高等専門学校, その他部局等, 教授 (60270261)

Co-Investigator(Kenkyū-buntansha) 兼松 秀行  鈴鹿工業高等専門学校, その他部局等, 教授 (10185952)
矢島 邦昭  仙台高等専門学校, 総合工学科, 教授 (90259804)
中平 勝子  長岡技術科学大学, 工学研究科, 助教 (80339621)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsメタバース / マルチモーダル / 生体情報 / 学習者の心的状態 / 教育サービス / 教育工学 / アクティブラーニング / ICT
Outline of Final Research Achievements

We focused on the development of biological information measurement methods and comparison with the learner's mental state about the construction of the method of biological information utilization for realizing effective active learning in virtual space. Yajima, Kanematsu, and Ogawa studied the development of biological information measurement methods and their data transfer methods. In comparison with the learner's mental state, we measured the number of blinks and measured the biological information when giving a task with different difficulty from the teacher on the metaverse and in the real world by Kanematsu, Ogawa, and Nakahira.We examined and analyzed the behavior with and without a good understanding of the problem and the behavior in the real world and the virtual world (metaverse).

Academic Significance and Societal Importance of the Research Achievements

高等教育機関の講義では,個の学生への対応の困難が指摘されている。しかし,ICTの活用で個人の応答に対応するアクティブな教育が可能となっている。又,昨今は手軽に心拍・睡眠等のライフログを記録するデバイス等,生体情報の取得は格段に容易となっている。
この現状において,我々が行った,生体情報を学習者の無意識下マルチモーダル・インターフェースと考え,学習者が表に出さない心的情報を教授側に入力情報として引き渡す仕組みを構築することは,学術的にも社会的にも意義深い。その結果,講義中心の授業において,あるいは,非対面の学習環境であっても,教員が受講者の反応を見ながら教示内容を微妙に変化させることが可能になる。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (37 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (3 results) Journal Article (14 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 14 results,  Open Access: 8 results) Presentation (19 results) (of which Int'l Joint Research: 14 results,  Invited: 10 results) Funded Workshop (1 results)

  • [Int'l Joint Research] Clarkson University(米国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Clarkson University(米国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] Clarkson University(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] 簡易脳波計による英単語の難易度の違いを反映する脳反応の評価2019

    • Author(s)
      佐々木 辰彌, 秋元 頼孝, 中平 勝子
    • Journal Title

      教育システム情報学会誌

      Volume: 36巻2号 Pages: 149-153

    • NAID

      130007632219

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Active Learning Strategy at a Collegewide Level in NIT, Gifu College2018

    • Author(s)
      Nobuyuki Ogawa
    • Journal Title

      Procedia Computer Science

      Volume: 126 Pages: 1994-2002

    • DOI

      10.1016/j.procs.2018.07.253

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Some Psychological Responses Measured by a Commercial Electrooculography Sensor and Its Applicability2018

    • Author(s)
      Hideyuki Kanematsu,Dana M.Barry,Nobuyuki Ogawa, Katsuko T.Nakahira, Michiko Yoshitake, Tatsuya Shirai, Masashi Kawaguchi, Toshiro Kobayashi, Kuniaki Yajima
    • Journal Title

      Procedia Computer Science

      Volume: 126 Pages: 1014-1022

    • DOI

      10.1016/j.procs.2018.08.037

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Virtual workshop for creative teaching of STEM courses2018

    • Author(s)
      Dana M.Barry, Hideyuki Kanematsu, Katsuko Nakahira, NobuyukiOgawa
    • Journal Title

      Procedia Computer Science

      Volume: 126 Pages: 927-936

    • DOI

      10.1016/j.procs.2018.08.027

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pilot considerations of brain activity detection based on difference of English words difficulty levels at recognition of English words2018

    • Author(s)
      Tatsuya Sasaki, Yoritaka Akimoto, Katsuko T. Nakahira
    • Journal Title

      Procedia Computer Science

      Volume: 126 Pages: 1046-1053

    • DOI

      10.1016/j.procs.2018.08.041

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Efforts for Upward Spirals Based on Both Teacher and Student Feedback on Smart Education2017

    • Author(s)
      Nobuyuki Ogawa and Akira Shimizu
    • Journal Title

      Springer International Publishing AG 2018

      Volume: 1 Pages: 28-37

    • DOI

      10.1007/978-3-319-59451-4_3

    • ISBN
      9783319594507, 9783319594514
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Introduction of Problem-Based Learning Utilizing Regional Characteristics2017

    • Author(s)
      Nobuyuki Ogawa, Akira Shimizu, Takahiro Shimizu and Taichiro Imada
    • Journal Title

      PBL, Social Progress and Sustainability

      Volume: 1 Pages: 31-41

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Creative, Productive Collaboration between Companies and Students2017

    • Author(s)
      Nobuyuki Ogawa,Akira Shimizu,Shinya Nakamura,Aina Yamaguchi,Koji Yosikawa,Yoshihiro Ito,Yuki Furugori,Kenichi Inagaki and Takushi Akiyama
    • Journal Title

      PBL, Social Progress and Sustainability

      Volume: 1 Pages: 123-135

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Learning Materials Made from Senior Graduates’ Viewpoint and the Practical Engineering Credit Point System2017

    • Author(s)
      Ogawa Nobuyuki、Shimizu Akira
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 1801-1808

    • DOI

      10.1016/j.procs.2017.08.213

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Skype Discussion for PBL Between Two Laboratories and Students Biological/Psychological Responses2017

    • Author(s)
      Kanematsu Hideyuki、Ogawa Nobuyuki、Shimizu Akira、Shirai Tasuya、Kawaguchi Masashi、Kobayashi Toshiro、Nakahira Katsuko T.、Barry Dana M.
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 1730-1736

    • DOI

      10.1016/j.procs.2017.08.200

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Virtual STEM activity for renewable energy2017

    • Author(s)
      Barry Dana M.、Kanematsu Hideyuki、Lawson Michael、Nakahira Katsuko、Ogawa Nobuyuki
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 946-955

    • DOI

      10.1016/j.procs.2017.08.130

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Development of Evaluation System of AL Students2017

    • Author(s)
      Yajima Kuniaki、Takahashi Soru
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 1388-1395

    • DOI

      10.1016/j.procs.2017.08.056

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Blinking Eyes Behaviors and Face Temperatures of Students in YouTube Lessons - For the Future E-learning Class2016

    • Author(s)
      Hideyuki Kanematsu, Nobuyuki Ogawa, Tatsuya Shirai, Masashi Kawaguchi, Toshiro Kobayashi, Dana M. Barry
    • Journal Title

      Procedia Computer Science

      Volume: Volume 96 Pages: 1619-1626

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Visualization of Extra Curriculum Education2016

    • Author(s)
      Nobuyuki Ogawa, Akira Shimizu
    • Journal Title

      2016 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)

      Volume: - Pages: 101-108

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] Active Learning Strategy at a Collegewide Level in NIT, Gifu College2018

    • Author(s)
      Nobuyuki Ogawa
    • Organizer
      22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Some Psychological Responses Measured by a Commercial Electrooculography Sensor and Its Applicability2018

    • Author(s)
      Hideyuki Kanematsu,Dana M.Barry,Nobuyuki Ogawa, Katsuko T.Nakahira, Michiko Yoshitake, Tatsuya Shirai, Masashi Kawaguchi, Toshiro Kobayashi, Kuniaki Yajima
    • Organizer
      22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Virtual workshop for creative teaching of STEM courses2018

    • Author(s)
      Dana M.Barry, Hideyuki Kanematsu, Katsuko Nakahira, NobuyukiOgawa
    • Organizer
      22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Activation of E-learning Classes by Virtual Problem Based Learning - From Real to Virtual World2018

    • Author(s)
      Hideyuki Kanematsu
    • Organizer
      22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 簡易な教師無し会話活発度分類器作成のための話者交代時音響特徴量の抽出2018

    • Author(s)
      西田悠,中平勝子,北島宗雄
    • Organizer
      第17回情報科学技術フォーラム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Pilot considerations of brain activity detection based on difference of English words difficulty levels at recognition of English words2018

    • Author(s)
      Tatsuya Sasaki, Yoritaka Akimoto, Katsuko T. Nakahira
    • Organizer
      22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Efforts for Upward Spirals Based on Both Teacher and Student Feedback on Smart Education2017

    • Author(s)
      Nobuyuki Ogawa and Akira Shimizu
    • Organizer
      SEEL 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Introduction of Problem-Based Learning Utilizing Regional Characteristics2017

    • Author(s)
      Nobuyuki Ogawa, Akira Shimizu, Takahiro Shimizu and Taichiro Imada
    • Organizer
      IRSPBL 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Creative, Productive Collaboration between Companies and Students2017

    • Author(s)
      Nobuyuki Ogawa,Akira Shimizu,Shinya Nakamura,Aina Yamaguchi,Koji Yosikawa,Yoshihiro Ito,Yuki Furugori,Kenichi Inagaki and Takushi Akiyama
    • Organizer
      IRSPBL 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning Materials Made from Senior Graduates’ Viewpoint and the Practical Engineering Credit Point System2017

    • Author(s)
      Ogawa Nobuyuki、Shimizu Akira
    • Organizer
      KES 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Skype Discussion for PBL Between Two Laboratories and Students Biological/Psychological Responses2017

    • Author(s)
      Kanematsu Hideyuki、Ogawa Nobuyuki、Shimizu Akira、Shirai Tasuya、Kawaguchi Masashi、Kobayashi Toshiro、Nakahira Katsuko T.、Barry Dana M.
    • Organizer
      KES 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Virtual STEM activity for renewable energy2017

    • Author(s)
      Barry Dana M.、Kanematsu Hideyuki、Lawson Michael、Nakahira Katsuko、Ogawa Nobuyuki
    • Organizer
      KES 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Development of Evaluation System of Active Learning Students2017

    • Author(s)
      Yajima Kuniaki、Takahashi Soru
    • Organizer
      KES 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 合成音声を利用した好印象発話モデルの構築2017

    • Author(s)
      浅田龍星,西田悠,中平勝子,北島宗雄
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Research-status Report
  • [Presentation] 発話音声から受ける要素感覚を決める音響特徴量の評価指標2017

    • Author(s)
      西田悠,浅田龍星,中平勝子,北島宗雄
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Research-status Report
  • [Presentation] 楽曲の演奏熟達度と熟達過程における演奏・視行動の関係分析2017

    • Author(s)
      長井貴也,中平勝子,北島宗雄
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Research-status Report
  • [Presentation] 視行動データを活用したピアノ演奏学習者状態提示機能の開発2017

    • Author(s)
      寺岡耕平,中平勝子,北島宗雄
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Research-status Report
  • [Presentation] Visualization of Extra Curriculum Education2016

    • Author(s)
      Nobuyuki Ogawa, Akira Shimizu
    • Organizer
      TALE 2016
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2016-12-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Blinking Eyes Behaviors and Face Temperatures of Students in YouTube Lessons - For the Future E-learning Class2016

    • Author(s)
      Hideyuki Kanematsu, Nobuyuki Ogawa, Tatsuya Shirai, Masashi Kawaguchi, Toshiro Kobayashi, Dana M. Barry
    • Organizer
      KES 2016
    • Place of Presentation
      York, UK
    • Year and Date
      2016-09-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Funded Workshop] Invited Session; 22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems2018

    • Related Report
      2018 Annual Research Report

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Published: 2016-04-21   Modified: 2022-02-21  

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