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Estimating degrees of consciousness, interest, and/or understanding of students based upon simultaneous observation of both watching students and watched target objects

Research Project

Project/Area Number 26560129
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionTokyo University of Science

Principal Investigator

MIZOGUCHI Hiroshi  東京理科大学, 理工学部機械工学科, 教授 (00262113)

Research Collaborator TAGUCHI Tomoki  
TAMAKI Haruya  
NAKADAI Takahiro  
NAKAYAMA Tomohiro  
YOSHIDA Ryuichi  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords注意 / 関心 / 了解度 / 推定 / 観察主体 / 観察客体 / 教授学習支援システム / その場評価
Outline of Final Research Achievements

Aim of this research is to establish a method to estimate degrees of students’ consciousness, interest, and/or understanding during class, experiment, site visiting, and so forth. Ultimate goal of the research is to feedback the estimated results to both students and their instructors and to improve their learning and teaching. It is expected to contribute to effective and efficient learning support technology. In order to realize the aim of the research we conduct research and development on technologies to observe watching students and watched target objects.

Report

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

    (27 results)

All 2017 2016 2015 2014

All Journal Article (14 results) (of which Peer Reviewed: 6 results,  Open Access: 2 results,  Acknowledgement Compliant: 5 results) Presentation (13 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] 興味対象の推定に向けた顔の向きの時間変化に関する研究2017

    • Author(s)
      徳岡幹大,竹村裕,溝口博
    • Journal Title

      日本機械学会関東学生会第56回学生員卒業研究発表講演会講演論文集

      Volume: -

    • NAID

      130007078051

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 話者の感情表示コンテンツに向けた感情音声認識技術に関する研究2017

    • Author(s)
      坂野 太亮, 木川 貴博, 溝口 博, 稲垣 成哲, 楠 房子, 杉本 雅則
    • Journal Title

      情報処理学会研究報告. DCC,デジタルコンテンツクリエーション

      Volume: Vol.2017-DCC-15 Pages: 1-4

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Laughing Voice Recognition Using Periodic Waveforms and Voice-likeness Features --Towerd Advanced Human-machine--2016

    • Author(s)
      Taisuke Sakano, Takahiro Kigawa, Masanori Sugimoto, Fusako Kusunoki, Shigenori Inagaki, Hiroshi Mizoguchi
    • Journal Title

      Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics

      Volume: - Pages: 964-969

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Range Image Sensor Based Eye Gaze Estimation by Using the Relationship between the Face and Eye Directions2016

    • Author(s)
      Haruya Tamaki, Tsugunosuke Sakai, Yosuke Ota, Fusako Kusunoki, Shigenori Inagaki, Ryohei Egusa, Masanori Sugimoto, and Hiroshi Mizoguchi
    • Journal Title

      International Journal on Smart Sensing and Intelligent Systems (S2IS)

      Volume: 9 Pages: 2297-2308

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 感情推定に向けた笑声の特徴分析に関する研究2016

    • Author(s)
      坂野 太亮, 木川 貴博, 溝口 博, 稲垣 成哲, 楠 房子, 杉本 雅則
    • Journal Title

      第17回SICEシステムインテグレーション講演会(SI2016)論文集

      Volume: - Pages: 61-63

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 機械による人の感情・状態推定に向けた非言語音声認識に関する研究-基礎的検討としての笑声認識-2016

    • Author(s)
      坂野 太亮, 木川 貴博, 竹村 裕, 溝口 博
    • Journal Title

      日本機械学会ロボティクス・メカトロニクス講演会2016(ROBOMECH2016)講演論文集

      Volume: -

    • Related Report
      2016 Annual Research Report
  • [Journal Article] ELECTRODERMAL ACTIVITY - BASED FEA SIBILITY STUDY ON THE RELATIONSHIP BETWEEN ATTENTION AND BLINKING2016

    • Author(s)
      Ryuichi Yoshida, Tsugunosuke Sakai, Yuki Ishi, Tomohiro Nakayama, Takeki Ogitsu, Hiroshi Takemura, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki, Hiroshi Mizoguchi
    • Journal Title

      International Journal on Smart Sensing and Intelligent Systems (S2IS)

      Volume: Vol. 9 Pages: 21-31

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Electrodermal Activity Based Study on the Relationship Between Visual Attention and Eye Blink2015

    • Author(s)
      Tsugunosuke Sakai, Ryuichi Yoshida, Haruya Tamaki, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi, Etsuji Yamaguchi, Shigenori Inagaki, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki, Ryohei Egusa
    • Journal Title

      Proceedings of the 2015 Ninth International Conference on Sensing Technology (ICST2015)

      Volume: USB Pages: 639-642

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Novel Application of Range Image Sensor to Eye Gaze Estimation Utilizing Relationship between Face and Eye Directions2015

    • Author(s)
      Haruya Tamaki, Ryuichi Yoshida, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi, Miki Namatame, Fusako Kusunoki, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Masanori Sugimoto, Ryohei Egusa
    • Journal Title

      Proceedings of the 2015 Ninth International Conference on Sensing Technology (ICST2015)

      Volume: USB Pages: 475-478

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 顔向きと視線との関係性を考慮した注視方向推定に関する研究2015

    • Author(s)
      玉木 晴也,小木津 武樹,竹村 裕,溝口 博
    • Journal Title

      日本機械学会ロボティクス・メカトロニクス講演会2015 (ROBOMEC2015) 講演論文集

      Volume: DVD

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 皮膚電気活動に基づく視覚的注意と瞬目の関係性の研究2015

    • Author(s)
      酒井 嗣之介,吉田 龍一,小木津 武樹, 竹村 裕, 溝口 博
    • Journal Title

      日本機械学会ロボティクス・メカトロニクス講演会2015 (ROBOMEC2015) 講演論文集

      Volume: DVD

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Electrodermal Activity-based Feasibility Study on the Relationship Between Attention and Blinking2015

    • Author(s)
      Ryuichi Yoshida, Tsugunosuke Sakai, Yuki Ishi, Tomohiro Nakayama, Takeki Ogitsu, Hiroshi Takemura, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki, and Hiroshi Mizoguchi
    • Journal Title

      International Journal on Smart Sensing and Intelligent Systems(S2IS)

      Volume: 8

    • Related Report
      2014 Research-status Report
  • [Journal Article] Real-Time Eyelid Open/Closed State Recognition based on HLAC towards Driver Drowsiness Detection2014

    • Author(s)
      Yuki Ishii, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi
    • Journal Title

      Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics (ROBIO2014)

      Volume: USB Pages: 2449-2454

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Feasibility Study on Estimating Visual Attention using Electrodermal Activity2014

    • Author(s)
      Ryuichi Yoshida,Tomohiro Nakayama, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki
    • Journal Title

      Proceedings of the 8th International Conference on Sensing Technology (ICST 2014)

      Volume: USB

    • Related Report
      2014 Research-status Report
  • [Presentation] 話者の感情表示コンテンツに向けた感情音声認識技術に関する研究2017

    • Author(s)
      坂野 太亮, 木川 貴博, 溝口 博, 稲垣 成哲, 楠 房子, 杉本 雅則
    • Organizer
      情報処理学会第15回DCC合同研究発表会
    • Place of Presentation
      土庄町総合会館, 香川県小豆郡土庄町
    • Year and Date
      2017-01-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 興味対象推定に向けた顔の向きの時間変化に関する研究2017

    • Author(s)
      徳岡幹大,竹村 裕,溝口 博
    • Organizer
      日本機械学会関東支部第56回学生員卒業研究発表講演会
    • Place of Presentation
      東京理科大学葛飾キャンパス(東京都葛飾区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 感情推定に向けた笑声の特徴分析に関する研究2016

    • Author(s)
      坂野 太亮、木川貴博、溝口 博、稲垣 成哲、楠 房子、杉本 雅則
    • Organizer
      第17回SICEシステムインテグレーション講演会(SI2016)
    • Place of Presentation
      札幌コンベンションセンター, 北海道札幌市
    • Year and Date
      2016-12-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] Laughing Voice Recognition Using Periodic Waveforms and Voice-likeness Features --Towerd Advanced Human-machine--2016

    • Author(s)
      Taisuke Sakano, Takahiro Kigawa, Masanori Sugimoto, Fusako Kusunoki, Shigenori Inagaki, Hiroshi Mizoguchi
    • Organizer
      2016 IEEE International Conference on Robotics and Biomimetics(ROBIO2016)
    • Place of Presentation
      Qingdao, China
    • Year and Date
      2016-12-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 機械による人の感情・状態推定に向けた非言語音声認識に関する研究-基礎的検討としての笑声認識-2016

    • Author(s)
      坂野 太亮,木川 貴博, 竹村 裕, 溝口 博
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2016(ROBOMECH2016)
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2016-06-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] Electrodermal Activity Based Study on the Relationship Between Visual Attention and Eye Blink2015

    • Author(s)
      Tsugunosuke Sakai, Ryuichi Yoshida, Haruya Tamaki, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi, Etsuji Yamaguchi, Shigenori Inagaki, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki, Ryohei Egusa
    • Organizer
      The 2015 Ninth International Conference on Sensing Technology (ICST2015)
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Novel Application of a Range Image Sensor to Eye Gaze Estimation by Using the Relationship between Face and Eye Directions2015

    • Author(s)
      Haruya Tamaki, Ryuichi Yoshida, Takeki Ogitsu, Hiroshi Takemura, Hiroshi Mizoguchi, Miki Namatame, Fusako Kusunoki, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Masanori Sugimoto, Ryohei Egusa
    • Organizer
      The 2015 Ninth International Conference on Sensing Technology (ICST2015)
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Novel Application of Spherical Microphone Array Sensor with Three-Dimensional Directivity for Home and Office Environments2015

    • Author(s)
      Takahiro Nakadai, Ryuichi Yoshida, Tomoki Tguchi, Ryohei Egusa, Miki Namatame, Masanori Sugimoto, Fusako Kusunoki, Etsuji Yamaguchi, Shigenori Inagaki, Yoshiaki Takeda, Hiroshi Mizoguchi
    • Organizer
      The 2015 Ninth International Conference on Sensing Technology (ICST2015)
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-12-08
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 皮膚電気活動に基づく視覚的注意と瞬目の関係性の研究2015

    • Author(s)
      酒井 嗣之介, 吉田 龍一, 小木津 武樹, 竹村  裕, 溝口 博
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2015 (ROBOMEC2015)
    • Place of Presentation
      京都府京都市, みやこめっせ
    • Year and Date
      2015-05-17
    • Related Report
      2015 Research-status Report
  • [Presentation] 顔向きと視線との関係性を考慮した注視方向推定に関する研究2015

    • Author(s)
      玉木 晴也,小木津 武樹,竹村 裕,溝口 博
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2015 (ROBOMEC2015)
    • Place of Presentation
      京都府京都市, みやこめっせ
    • Year and Date
      2015-05-17
    • Related Report
      2015 Research-status Report
  • [Presentation] 皮膚電気活動に基づく注意と瞬目との関係性の研究2015

    • Author(s)
      酒井 嗣之介,小木津 武樹,竹村 裕,溝口 博
    • Organizer
      日本機械学会関東支部 第54回学生員卒業研究発表講演会
    • Place of Presentation
      横浜国立大学, 神奈川県横浜市
    • Year and Date
      2015-03-20
    • Related Report
      2014 Research-status Report
  • [Presentation] 注視方向推定に向けた顔と視線との関係性に関する研究2015

    • Author(s)
      玉木 晴也,小木津 武樹,竹村 裕,溝口 博
    • Organizer
      日本機械学会関東支部 第54回学生員卒業研究発表講演会
    • Place of Presentation
      横浜国立大学, 神奈川県横浜市
    • Year and Date
      2015-03-20
    • Related Report
      2014 Research-status Report
  • [Presentation] 視覚的注意度の皮膚電気活動に基づく推定に関する研究2014

    • Author(s)
      吉田 龍一,小木津 武樹,竹村 裕,溝口 博
    • Organizer
      日本機械学会ロボティクス・メカトロニクス講演会2014(ROBOMEC2014)
    • Place of Presentation
      富山市総合体育館,富山県富山市
    • Year and Date
      2014-05-25 – 2014-05-29
    • Related Report
      2014 Research-status Report

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

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