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Development of a understanding level estimation system by the expression and motion in Web education

Research Project

Project/Area Number 22500945
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionChubu University

Principal Investigator

ADACHI Yoshinori  中部大学, 経営情報学部, 教授 (00115669)

Co-Investigator(Renkei-kenkyūsha) OZAKI Masahiro  中部大学, 経営情報学部, 教授 (50214127)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2010: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords教育工学 / e-ラーニング / 個人認証 / 理解度予測 / 生体情報 / e-ラーニング
Research Abstract

For the personal authentication for prevention of “pretended” which becomes important in Web education, the distance between face components was statistically classified as feature quantity, and the hybrid system judged by SVM was developed. About the cerebral blood flow, it increased, when considering the problem, and when it finishes solving and you felt relieved, or when it gave up and an idea was abandoned, it decreased. And it turned out that a cerebral blood flow and degree of concentration correlate. Moreover, when concentration broke off, it turned out that excessive movement increase, especially that the blink rate increases. A system which measures the blink rate with sufficient accuracy from the facial image of a USB camera was developed.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (23 results)

All 2013 2012 2011 2010

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (17 results)

  • [Journal Article] Development of a System to Predict Understanding Level by Blink Frequency2012

    • Author(s)
      Yoshinori Adachi, Kei Konishi,Masahiro Ozaki, and Yuji Iwahori
    • Journal Title

      Frontiers in Artificial Intelligence and Applications

      Volume: 243 Pages: 1740-1748

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Obtaining Shape from SEM Image Using Intensity Modification via Neural Network2012

    • Author(s)
      Yuji Iwahori, Kazuhiro Shibata, Haruki Kawanaka, Kenji Funahahis, Robert J. Woodham, and Yoshinori Adachi
    • Journal Title

      Frontiers in Artificial Intelligence and Applications

      Volume: 243 Pages: 1778-1787

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Discrimination of True Defect and Indefinite Defect with Visual Inspection Using SVM2011

    • Author(s)
      Yuji Iwahori, Kazuya Futamura, Yoshinori Adachi
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 6884 Pages: 117-125

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Preliminary Research for System Construction that Judges Understanding Level from Learner's Expression and Movement2011

    • Author(s)
      Yoshinori Adachi, Masahiro Ozaki and Yuji Iwahori
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 6884 Pages: 80-88

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Hybrid Face Recognition System for Managing Time of Going to Work and Getting away from Office2010

    • Author(s)
      Yoshinori Adachi, Zeng Yunfei, Masahiro Ozaki, and Yuji Iwahori
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 6278 Pages: 63-71

    • Related Report
      2012 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recovering 3-D Shape Based on Light Fall-Off Stereo under Point Light Source Illumination and Perspective Projection2010

    • Author(s)
      Yuji Iwahori, Claire Rouveyrol, Robert Woodham, Yoshinori Adachi, and Kunio Kasugai
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 6278 Pages: 81-88

    • Related Report
      2012 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 効果的な学習を支援する復習支援ツールの開発2013

    • Author(s)
      宇佐美裕康、Cholendra Adhikari、杉村藍、尾崎正弘、足達義則
    • Organizer
      情報処理学会第75回全国大会
    • Related Report
      2012 Final Research Report
  • [Presentation] Web学習支援システムに組み込む学習情報閲覧ツールの開発2013

    • Author(s)
      江口栄章、宇佐美裕康、足達義則、尾崎 正弘
    • Organizer
      情報処理学会第75回全国大会
    • Related Report
      2012 Final Research Report
  • [Presentation] 効果的な学習を支援する復習支援ツールの開発2013

    • Author(s)
      宇佐美 裕康
    • Organizer
      情報処理学会第75回全国大会
    • Place of Presentation
      東北大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Web学習支援システムに組み込む学習情報閲覧ツールの開発2013

    • Author(s)
      江口 栄章
    • Organizer
      情報処理学会第75回全国大会
    • Place of Presentation
      東北大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 習熟度別教材と個別学習メモを用いたWeb学習支援機能の開発2012

    • Author(s)
      宇佐美裕康
    • Organizer
      教育システム情報学会特集論文研究会
    • Place of Presentation
      大阪工業大学
    • Year and Date
      2012-03-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] 瞬き頻度計測システムの開発2012

    • Author(s)
      小西圭、足達義則
    • Organizer
      平成24年度電気関係学会東海支部連合大会
    • Related Report
      2012 Final Research Report
  • [Presentation] ノートテイキングを活用したWeb学習の提案2012

    • Author(s)
      宇佐美裕康、アテ゛ィカリチョレント゛ラ、杉村藍、足達義則、尾崎正弘
    • Organizer
      平成24年度電気関係学会東海支部連合大会
    • Related Report
      2012 Final Research Report
  • [Presentation] 習熟度別教材と個別学習メモを用いたWeb学習支援機能の開発2012

    • Author(s)
      宇佐美裕康、杉村藍、アテ゛ィカリチョレント゛ラ、足達義則、尾崎正弘
    • Organizer
      教育システム情報学会特集論文研究会
    • Related Report
      2012 Final Research Report
  • [Presentation] 瞬き頻度計測システムの開発2012

    • Author(s)
      小西 圭
    • Organizer
      平成24年度電気関係学会東海支部連合大会
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] ノートテイキングを活用したWeb学習の提案2012

    • Author(s)
      宇佐美 裕康
    • Organizer
      平成24年度電気関係学会東海支部連合大会
    • Place of Presentation
      豊橋技術科学大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] USBメモリを効果的に活用したより安心・安全なWeb学習環境の提案2011

    • Author(s)
      宇佐美裕康
    • Organizer
      情報処理学会第73回全国大会
    • Place of Presentation
      東京工業大学
    • Year and Date
      2011-03-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] ブレンド型授業における教授者支援ツールの一考察2011

    • Author(s)
      宇佐美裕康、杉村藍、武岡さおり、アテ゛ィカリチョレント゛ラ、尾崎正弘、足達義則
    • Organizer
      教育システム情報学会第36回全国大会
    • Related Report
      2012 Final Research Report
  • [Presentation] USBメモリを効果的に活用したより安心・安全なWeb学習環境の提案2011

    • Author(s)
      宇佐美裕康、尾崎正弘、足達義則
    • Organizer
      情報処理学会第73回全国大会
    • Related Report
      2012 Final Research Report
  • [Presentation] ブレンディッド・ラーニングにおける情報セキュリティポリシーの提案2010

    • Author(s)
      宇佐美裕康
    • Organizer
      WiNF2010 第8回情報学ワークショップ
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2010-12-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] サブネットワークを用いた学習環境の提案2010

    • Author(s)
      宇佐美裕康
    • Organizer
      教育システム情報学会第35回全国大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2010-08-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] サブネットワークを用いた学習環境の提案2010

    • Author(s)
      宇佐美裕康、尾崎正弘、杉村藍、小山幸治、足達義則
    • Organizer
      教育システム情報学会第35回全国大会
    • Related Report
      2012 Final Research Report
  • [Presentation] ブレンディッド・ラーニングにおける情報セキュリティポ リシーの提案2010

    • Author(s)
      宇佐美裕康、尾崎正弘、A.Cholendra、武岡さおり、足達義則
    • Organizer
      WiNF2010第8回情報学ワークショップ
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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