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Research on development of evaluation method and learning effectiveness in the multi-media educational system by using emotional and biological information.

Research Project

Project/Area Number 10558020
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section展開研究
Research Field Educational technology
Research InstitutionTOKYO INSTITUTE OF TECHNOLOGY

Principal Investigator

NAKAYAMA Minoru  TOKYO INSTITUTE OF TECHNOLOGY, THE CENTER FOR RESEACH AND DEVELOPMENT OF EDUCATIONAL TECHNOLOGY, Assoc. Professor, 教育工学開発センター, 助教授 (40221460)

Co-Investigator(Kenkyū-buntansha) MASAO Murota  TOKYO INSTITUTE OF TECHNOLOGY, GRADUATE SCHOOL OF DECISION SCIENCE AND TECHNOLOGY Assoc. Professor, 大学院・社会理工学研究科, 助教授 (30222342)
NISHIKATA Atsuhiro  TOKYO INSTITUTE OF TECHNOLOGY, THE CENTER FOR RESEACH AND DEVELOPMENT OF EDUCATIONAL TECHNOLOGY, Assoc. Professor, 教育工学開発センター, 助教授 (60260535)
SHIMIZU Yasutaka  TOKYO INSTITUTE OF TECHNOLOGY, GRADUATE SCHOOL OF DECISION SCIENCE AND TECHNOLOGY Professor, 大学院・社会理工学研究科, 教授 (10016561)
AOYAGI Takahiro  TOKYO INSTITUTE OF TECHNOLOGY, THE CENTER FOR RESEACH AND DEVELOPMENT OF EDUCATIONAL TECHNOLOGY, RESEACH ASSOCIATE, 教育工学開発センター, 助手 (10302944)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥10,000,000 (Direct Cost: ¥10,000,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1999: ¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 1998: ¥5,100,000 (Direct Cost: ¥5,100,000)
Keywordspupil / eye-movement / blink / task solving / oculo-motor / facial emotion / emotional information / biological information / 興味 / 番組評価 / ニューラルネットワーク / 皮膚温度
Research Abstract

Eye-movements, blinking and pupil size respond to visual or audio stimulus to require information processing. It is well known pupil size increase with task difficulty. We investigated whether their changes are correlated and can be indices of mental activity. First experiment, audio instruction was presented while gazing and following a marked point which moved periodically in the central point and a point on concentric circle. Audio instructions asked to recall memorized word, cap verses or oral calculation. Second experiment, subjects took part in driving simulation game with same audio tasks. Pupil size, blinking and eye-movements were observed in both experiments.
In the first experiment, the averaged pupil sizes and blinking rate significantly increased with visual angle of gazing and following task, and audio instructions. The gazing time and saccadic responses for the target decreased in response to audio instructions. In the second experiment, pupil sizes and blinking also significantly increased in response to audio instructions. The gazing time and saccadic responses also significantly decreased in response to audio instructions.
From these results, it suggested eye movement model for evaluating mental activity, which was based on correlations between blinking time and gazing time, and between blinking time and saccade occurrence time. For verifying this model, the correlations among them were examined under some eye movement conditions. This verification provided the evidence that pupil, blinking and eye-movement responses can be indices of mental activity.

Report

(4 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • 1998 Annual Research Report
  • Research Products

    (35 results)

All Other

All Publications (35 results)

  • [Publications] 村井真樹,中山実,清水康敬: "テレビ番組視聴時の瞳孔面積と画像内容への興味・印象との関連"映像情報メディア学会誌. 52. 1748-1753 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 中山実,椎野貴博,清水康敬: "課題解決時の鼻部温度変化と課題正答率との関連"電子情報通信学会論文誌. Vol.J81-D-II. 1452-1454 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 荒川裕文,中山実,清水康敬: "数字系列記憶課題における脳波と瞳孔面積の関係"電子情報通信学会論文誌. Vol.J82-D-I. 1217-1221 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 高橋功次,中山実,清水康敬: "The Response of Eye-movement and Pupil Size to Audio Instruction while viewing a Moving Target"Eye Tracking Research & Applications Symposium 2000. ACM:434001. 131-138 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 中山実,清水康敬: "生体情報による学習活動の評価"日本教育工学会論文誌. Vol.24. 15-23 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 矢川園子,中山実,清水康敬: "音環境における音読速度と音楽的習慣との関係"日本教育工学会誌. Vol.24,Suppl.. 213-216 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Minoru NAKAYAMA, Tetsuji KIDA, Asa YOSHII, Takahiro AOYGI and Yasutaka SHIMIZU: "Study on Effectiveness of Hi-Vision Display for The Figure Presention"The Journal of the Institute of Image Information and Televison Engineers. Vol. 52, No. 1. 112-115 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Minoru NAKAYAMA, Takahiro SHINO and Yasutaka SHIMIZU: "The Relationship between Temperature Changes of the Nose and the Task Performance"The Transaction of the Institute of Electronics, Information and Communication Engineers. Vol. J81-D-II, No. 6. 1452-1454 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Maki MURAI, Minoru NAKAYAMA and Yasutaka SHIMIZU: "A Relationship between Pupillary Changes and Subjective Indices to the Content of Television Program"The Journal of the Institute of Image Information and Televison Engineers. Vol. 52, No. 11. 1748-1753 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazuhiro SHIGETA, Minoru NAKAYAMA and Yasutaka SHIMIZU: "Effectiveness of Character Presentation on 3D Display"The Transaction of the Institute of Electronics, Information and Communication Engineers. Vol. J82-A, No. 1. 158-167 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Hirofumi ARAKAWA, Minoru NAKAYAMA and Yasutaka SHIMIZU: "A relation of EEG and pupil size in memorizing numeral tasks"The Transaction of the Institute of Electronics, Information and Communication Engineers. Vol. J82-D-I, No. 9. 1217-1221 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazuhiro SHIGETA, Minoru NAKAYAMA, Yasutaka SHIMIZU: "The relationship between the presentation position of a figure and characters on a 3-D display and cognitive time"The Transaction of the Institute of Electronics, Information and Communication Engineers. Vol. J83-A, No. 3. 309-318 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Minoru NAKAYAMA, Yasutaka SHIMIZU: "Research Trend on Educational Evaluation of Learning Behaviors with Biological Information"Japan Jounal of Educational Technology. Vol. 24, No. 1. 15-23 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Koji TAKAHASHI, Minoru NAKAYAMA Yasutaka SHIMIZU: "Eye movement and Pupilllary Changes during Simulated Driving"The Journal of the Institute of Image Information and Televison Engineers. Vol. 54, No. 9. 1323-1329 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Sonoko YAGAWA, Minoru NAKAYAMA, Yasutaka SHIMIZU: "A relationship between reading speed of a text and the musical behavior"Japan Jounal of Educational Technology. Vol. 24, Suppl.. 213-216 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazuhiro SHIGETA, Minoru NAKAYAMA, Yasutaka SHIMIZU: "Study on depth perception of a title in 3D presentation^"The Transaction of the Institute of Electronics, Information and Communication Engineers. Vol. J83-A, No. 12. 1512-1520 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 高橋功次,中山実,清水康敬: "ドライブシミュレータ操作中の瞳孔面積と視点移動"映像情報メディア学会誌. Vol.54. 1323-1329 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 高橋功次,中山実,清水康敬: "The Response of Eye-movement and Pupil Size to Audio Instruction while viewing a Moving Target"Eye Tracking Research & Applications Symposium 2000. ACM:434001. 131-138 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 重田和弘,中山実,清水康敬: "立体ディスプレイにおける図形と文字の提示位置と認識時間の関係"電子情報通信学会論文誌. Vol.J83-A. 309-318 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 中山実,清水康敬: "生体情報による学習活動の評価"日本教育工学会論文誌. Vol.24. 15-23 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 矢川園子,中山実,清水康敬: "音環境における音読速度と音楽的習慣との関係"日本教育工学会誌. Vol.24,Suppl.. 213-216 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 中山実,清水康敬: "特徴点表現による顔の表情程度の推定に関する一検討"電子情報通信学会総合大会. D-15-25. 228 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 荒川裕文,中山実,清水康敬: "数字系列記憶課題における脳波と瞳孔面積の関係"電子情報通信学会論文誌. Vol.J82-D-I. 1217-1221 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M.NAKAYAMA & Y. SHIMIZU: "Pupillary Response as a Measure of Emotinal Change and Related Subject Indices in Viewing Movies"Abstracts of the 23rd Pupil Colloquium. 13-13 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 高橋功次,中山実,清水康敬: "音声提示課題が視点移動と瞳孔面積に与える影響"電子情報通信学会総合大会. D-15-37. 298-298 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 重田和弘,中山実,清水康敬: "立体ディスプレイを用いた文字提示の効果"電子情報通信学会論文誌. Vol.J82-A. 158-167 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 高橋功次,中山実,清水康敬: "音声課題による視点移動と瞳孔面積への影響"日本教育工学会第15回全国大会. 2aG-01. 377-378 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 矢川園子,中山実,清水康敬: "音環境における音読速度と音楽的習慣との関係"日本教育工学会第15回全国大会. 2aG-02. 379-380 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村井真樹・中山実・清水康敬: "テレビ番組視聴時の瞳孔面積と画像内容への興味・印象との関連" 映像情報メディア学会誌. 52. 1748-1753 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 中山実・椎野貴博・清水康敬: "課題解決時の鼻部温度変化と課題正当率との関連" 電子情報通信学会論文誌. Vol.J18-D-II. 1452-1454 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 中山実・野村和典・清水康敬: "電磁環境問題に対応するインターネット学習システムの思索と評価に対する一考案" 日本教育工学会論文誌. 22. 41-44 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 村井真樹・中山実・清水康敬: "テレビ番組視聴時の瞳孔面積変化と主観評価の相関について" 電子情報通信学会技術報告. ET98-32. 7-14 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 中山実・清水康敬: "瞳孔面積の平滑化と瞬目復元のテレビ番組評価への適用" 電子情報通信学会技術報告. ET98-50. 33-40 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 中山実・清水康敬: "瞳孔面積の平滑化と瞬目復元のテレビ番組評価への試用" 電子情報通信学会総合大会. D-15-12. 248-248 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 荒川裕文・中山実・清水康敬: "数字系列記憶課題における脳波の独立成分解析による一検討" 電子情報通信学会総合大会. D-15-44. 280-280 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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