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Analysis methodology for HCI cognitive operations based on eyetracking technique combined with behavior analysis approach

Research Project

Project/Area Number 22710137
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Social systems engineering/Safety system
Research InstitutionTokyo Institute of Technology

Principal Investigator

AOKI Hirotaka  東京工業大学, 大学院・社会理工学研究科, 准教授 (00322090)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords経営工学 HCI / 認知処理 / 眼球運動 / 行動解析 / HCI / 認知行動分析 / 臨床工学
Research Abstract

This study was performed to develop human behavioral data (incl. eye movement)-based analysis methodology that enables us to uncover cognitive/mental processes during performing a specific work based on human computer interaction. This was motivated by Industrial Engineering perspective that has been pursuing explicit methodologies enabling us to find operational problems to be solved in work systems. The primary challenge in this study is the fact that the behavioral data obtained becomes huge, and that they involve many noises. This fact implies that some idea is required to elicit useful information connected with cognitive/mental processes efficiently. In ca case study, a modified methodology was applied to analyze clinical engineers' work at a hospital. As results, relationship among eye movement, attention allocation and learning processes could be identified.

Report

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

    (7 results)

All 2013 2012 2011 2010

All Journal Article (3 results) (of which Peer Reviewed: 2 results) Presentation (3 results) Book (1 results)

  • [Journal Article] Gaze metrics for visual scanning in hemodialysis operations and their application to the analysis of learning processes of novice clinical engineers working at a dialysis room2013

    • Author(s)
      Hirotaka Aoki, Kento Endo and Satoshi Suzuki
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: Vol.63, No.4E Pages: 312-323

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Eye-tracking analysis of skilled performance in clinical extracorporeal circulation2012

    • Author(s)
      Yasuko Tomizawa, Hirotaka Aoki, Satoshi Suzuki, Toru Matayoshi and Ryohei Yozu
    • Journal Title

      Journal of Artificial Organs

      Volume: Vol.15, No.2 Pages: 146-157

    • NAID

      10030807487

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 眼球運動解析に基づく血液回路の操作における習熟プロセス評価2011

    • Author(s)
      遠藤健人, 青木洋貴, 鈴木聡
    • Journal Title

      日本血液浄化技術学会会誌

      Volume: 19 Pages: 57-61

    • Related Report
      2011 Annual Research Report
  • [Presentation] 実作業観察と視線計測に基づく透析介助時の技士の行動分析2012

    • Author(s)
      青木洋貴,胤森章,鈴木聡
    • Organizer
      日本人間工学会第53回大会講演集
    • Place of Presentation
      九州大学(福岡)
    • Related Report
      2012 Final Research Report
  • [Presentation] 実作業観察と視線計測に基づく透析介助時の技士の行動分析2012

    • Author(s)
      青木洋貴,胤森章,鈴木聡
    • Organizer
      日本人間工学会第53回大会講演集
    • Place of Presentation
      九州大学(福岡県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Gaze metrics for efficient and safe operations of hemodialysis2010

    • Author(s)
      Hirotaka Aoki, Satoshi Suzuki
    • Organizer
      7th International Conference on Methods and Techniques in Behavioral Research
    • Place of Presentation
      Eindhoven, Netherland
    • Year and Date
      2010-08-25
    • Related Report
      2010 Annual Research Report
  • [Book] Gaze Interaction and Applications of Eye Tracking : Advances in Assistive Technologies2011

    • Author(s)
      Majaranta, P., Aoki, H., Donegan, M., Hansen, D.W., Hansen, J.P., Hyrskykari, A., Raiha, K-J.
    • Total Pages
      398
    • Publisher
      IGI Global
    • Related Report
      2011 Annual Research Report

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

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