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Development of a system to evaluate of worker's mental workload using Eye-Head Coordination

Research Project

Project/Area Number 25350478
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTokyo Metropolitan University

Principal Investigator

Yamanaka Kimihiro  首都大学東京, システムデザイン研究科, 准教授 (00404939)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords視認行動 / 眼球運動 / 頭部運動 / メンタルワークロード / ワークロード
Outline of Final Research Achievements

Mental workload (MWL) has been an important concept in Human Factors. In a human-machine system, MWL can explain operator errors at times. Therefore, the aim of this study was to propose an evaluation index for MWL based on eye-head coordination. In the experiment, the mental workload was changed in a stepwise manner in order to narrow the useful field of view. Then, we calculated the probability that head starts to move earlier than the eye movement by measuring the eye and head movements. The results showed that the probability of the preceding head movement can estimate MWL from eye-head coordination

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (18 results)

All 2015 2014 2013

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (10 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] 自動車運転におけるドライバーのメンタルワークロード推定2015

    • Author(s)
      森島圭祐,浦宏,茅原崇徳,山中仁寛,大本浩司
    • Journal Title

      構造物の安全性および信頼性, JCOSSAR2015論文集

      Volume: 8 Pages: 444-449

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Study on information display in driving support devices2015

    • Author(s)
      Kimihiro Yamanaka. Yutaro Nakamura and Mitsuyuki Kawakami
    • Journal Title

      New Ergonomics Perspective

      Volume: CRC Press Pages: 267-271

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Estimation of useful field of view by machine leaning based on parameters related to eye movement2015

    • Author(s)
      Keisuke Morishima, Hiroshi Ura, Takanori Chihara, Hiroshi Daimoto and Kimihiro Yamanaka
    • Journal Title

      New Ergonomics Perspective

      Volume: CRC Press Pages: 53-62

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Basic studies of decomposition of event-related potentials2015

    • Author(s)
      Ryoichi Ohtsuka, Kimihiro Yamanaka and Hidetoshi Nakayasu
    • Journal Title

      New Ergonomics Perspective

      Volume: CRC Press Pages: 37-42

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A model of human behavior based on visual information processing mechanism for reliability-based system design2013

    • Author(s)
      K.Yamanaka
    • Journal Title

      Behavioral Sciences

      Volume: 2 Pages: 20-27

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 眼球運動パラメータを用いた有効視野推定2013

    • Author(s)
      森島圭祐,水内淳,石井雅己,山中仁寛,大本浩司
    • Journal Title

      ヒューマンインタフェース学会論文誌

      Volume: 15(2) Pages: 121-130

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 追従運動時のメンタルワークロードと有効視野の関係2013

    • Author(s)
      森島圭祐,水内淳,林田吉正,高嶺恭平,山中仁寛,大本浩司
    • Journal Title

      日本人間工学会論文誌

      Volume: 49(5) Pages: 203-210

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 眼球・頭部非固定における自動車運転時の有効視野計測2013

    • Author(s)
      森島圭祐,水内淳,阿部光一郎,古木翔,山中仁寛,大本浩司
    • Journal Title

      日本機械学会論文集C編

      Volume: 79(806) Pages: 272-284

    • NAID

      130003386422

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 機械学習を用いた自動二輪車走行時におけるライダーの運転余裕評価2015

    • Author(s)
      大塚瞭一,王健,茅原崇徳,山中仁寛,森島圭祐,大本浩司
    • Organizer
      ヒューマンインタフェースシンポジウム2015
    • Place of Presentation
      函館
    • Year and Date
      2015-09-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] メンタルワークロードの増加と追従眼球運動時の視野狭窄メカニズムに関する研究2015

    • Author(s)
      王健,大塚瞭一,茅原崇徳,山中仁寛,森島圭祐,大本浩司
    • Organizer
      ヒューマンインタフェースシンポジウム2015
    • Place of Presentation
      函館
    • Year and Date
      2015-09-02
    • Related Report
      2015 Annual Research Report
  • [Presentation] Relation between Mental Workload and Visual Information Processing2015

    • Author(s)
      王健,大塚瞭一,山中仁寛,塩田耕平,川上満幸
    • Organizer
      International Conference on Applied Human Factors and Ergonomics 2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of Mental Workload during Motorcycle Operation2015

    • Author(s)
      大塚瞭一,王健,茅原崇徳,山中仁寛,森島圭祐,大本浩司
    • Organizer
      International Conference on Applied Human Factors and Ergonomics 2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantitative Analysis of Trade-off between Depth and Width of Visual information Processin2014

    • Author(s)
      Kimihiro Yamanaka
    • Organizer
      The 17th World Congress of Psychophysiology
    • Place of Presentation
      広島国際会議場
    • Year and Date
      2014-09-23 – 2014-09-27
    • Related Report
      2014 Research-status Report
  • [Presentation] 機械学習を用いた自動車運転時におけるメンタルワークロードの評価2014

    • Author(s)
      浦宏, 王健, 大塚瞭一, 茅原 崇徳, 山中仁寛, 森島圭祐, 大本浩司
    • Organizer
      ヒューマンインタフェース学会
    • Place of Presentation
      京都工学繊維大学
    • Year and Date
      2014-09-09 – 2014-09-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 注視エラーを考慮した視覚的情報処理時間に関する研究2014

    • Author(s)
      浦宏, 石井雅己, 山中仁寛, 森島圭祐, 大本浩司
    • Organizer
      人間工学会
    • Place of Presentation
      神戸国際会議場
    • Year and Date
      2014-06-05 – 2014-06-06
    • Related Report
      2014 Research-status Report
  • [Presentation] Basic Study for Promoting Driving Safety Support Systems among Elderly Drivers2013

    • Author(s)
      Y.Nakamura, K.Yamanaka, M.K.Park, M.Kawakami
    • Organizer
      2013 International Conference on Biometrics and Kansei Engineering
    • Place of Presentation
      東京, 日本
    • Related Report
      2013 Research-status Report
  • [Presentation] Evaluation of mental workload based on pursuit eye movement2013

    • Author(s)
      M.Ishii, A.Minochi, K.Yamanaka
    • Organizer
      2013 International Conference on Biometrics and Kansei Engineering
    • Place of Presentation
      東京, 日本
    • Related Report
      2013 Research-status Report
  • [Presentation] Measurement of Useful Field of View during Ocular Following Response2013

    • Author(s)
      K.Yamanaka, A.Minichi
    • Organizer
      International Conference on Human-Computer Interaction 2013 International
    • Place of Presentation
      ラスベガス, アメリカ
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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