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Automotive Preventive Saferty Technology-Practical application of tactile warning and detection of point in time wiuth high risk of crash-

Research Project

Project/Area Number 26282095
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionOkayama University

Principal Investigator

Murata Atsuo  岡山大学, 自然科学研究科, 教授 (10200289)

Research Collaborator MORIWAKA Makoto  岡山大学, 大学院自然科学研究科, 博士研究員
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2016: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2015: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2014: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Keywords居眠り運転 / 居眠り予測システム / X-bar管理図 / 仮想事故リスク / 生理的居眠り評価指標 / 行動的居眠り評価指標 / トレンド分析 / PERCLOS70 / 居眠り運転予測システム / 交通事故 / リスク / 行動指標 / 予測技術 / 事故リスク / ベイズ推定 / ARIMAモデル / 居眠り予測 / 予防安全技術 / 警報システム / 多項ロジスティック回帰モデル / 予測精度 / 触覚警報
Outline of Final Research Achievements

As for (i) tactile warning system design, through validation experiment, design requirements that assure faster and more accurate response were identified. Moreover, this was applied to enhance the response speed and accuracy of in-vehicle display placed around a back mirror. The proposed design requirements were found to be effective for enhancing the response speed accuracy of in-vehicle display placed around a back mirror.
To develop technologies related to the objective (ii)identification of point in time with high risk of crash before a crash actually occurs, a variety of methods to identify point in time with high risk of crash before a crash actually occurs. The methods were identification making use of (a)Bayesian theorem, (b)X-bar control chart, (c) trend analysis and ARIMA. Although each proposed method had advantages and disadvantages, all method were found to be effective for identifying point in time with high risk of crash before a crash actually occurs.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (71 results)

All 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (2 results) Journal Article (33 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 33 results) Presentation (36 results) (of which Int'l Joint Research: 22 results)

  • [Int'l Joint Research] Universuty of Central Florida/MIT(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Central Florida(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Extended Fitts’ Model of Pointing Time in Eye-Gaze Input System -Incorporating Effects of Target Shape and Movement Direction into Modeling-2018

    • Author(s)
      A.MURATA and D.FUKUNAGA
    • Journal Title

      Applied Ergonomics

      Volume: 61

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evidence of Chaos in a Routine Watchstanding Task2018

    • Author(s)
      D.KERN, W.KARWOWSKI, E.G.FRANCO, and A.MURATA
    • Journal Title

      Nonlinear Dynamics, Psychology, and Life Sciences

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Prediction of Point in Time with High Risk of Crash by Integration of Bayesian Estimation of Drowsiness, Tracking Error, and Subjective Drowsiness2018

    • Author(s)
      A.MURATA and Y.URAGAMI
    • Journal Title

      Journal of Traffic and Transportation Engineering

      Volume: 6 Issue: 1 Pages: 1-15

    • DOI

      10.17265/2328-2142/2018.01.001

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effectiveness of Replacement of Automotive Side Mirrors by In-vehicle LCD -Effect of Location and Size of LCD on Safety and Efficiency-2018

    • Author(s)
      A.MURATA and Y.KOHNO
    • Journal Title

      International Journal of Industrial Ergonomics

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Method for Predicting the Risk of Virtual Crashes in a Simulated Driving Task Using Behavioral and Subjective Drowsiness Measures2017

    • Author(s)
      A.MURATA, K.NAITOH, and W.KARWOWSKI
    • Journal Title

      Ergonomics

      Volume: 60(5) Issue: 5 Pages: 714-730

    • DOI

      10.1080/00140139.2016.1223885

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Effects of Auditory and Tactile Warning on Response to Visual Hazards under a Noisy Environment2017

    • Author(s)
      A.MURATA, T.KURODA, and W. KARWOWSKI
    • Journal Title

      Applied Ergonomics

      Volume: 60 Pages: 58-67

    • DOI

      10.1016/j.apergo.2016.11.002

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Discussion on Human’s Irrational Behavior to Price of Zero -Identification of Condition of Zero-Price Effect-2017

    • Author(s)
      A.MURATA
    • Journal Title

      International Journal of Applied Behavioral Economics

      Volume: 6(2) Pages: 34-46

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cultural Difference and Cognitive Biases as a Trigger of Critical Crashes or Disasters -Evidence from Case Studies of Human Factors Analysis-2017

    • Author(s)
      A.MURATA
    • Journal Title

      Journal of Behavioral and Brain Science

      Volume: 7 Pages: 399-415

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Anomaly in Safety Management -Is it constantly possible to make safety compatible with economy?-2017

    • Author(s)
      A.Murata and M.Moriwaka
    • Journal Title

      Proceedings of AHFE2017

      Volume: 0 Pages: 0-0

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] New Approach to Decision Making (DM) -Evaluation of DM by not Choice but Preference of Alternatives-2017

    • Author(s)
      A. Murata
    • Journal Title

      Proceedings of AHFE2017

      Volume: 0 Pages: 0-0

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discussion on Human's Irrational Behavior to Price of Zero -Identification of Condition of Zero-Price Effect-2017

    • Author(s)
      A.Murata
    • Journal Title

      International Journal of Applied Behavioral Economics

      Volume: 6(2) Pages: 34-46

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multinomial Logistic Regression Model by Stepwise Method for Predicting Subjective Drowsiness Using Performanceand Behavioral Measures2016

    • Author(s)
      A.Murata, Y.Ohta and M.Moriwaka
    • Journal Title

      Advances in Physical Ergonomics and Human Factors, Proceedings of the AHFE 2016

      Volume: 1 Pages: 665-674

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ocular Movement Characteristics to LED Lights with High Luminous Intensity2016

    • Author(s)
      A.Murata, T.Takamoto and M.Moriwaka
    • Journal Title

      Advances in Ergonomics in Design, Proceedings of the AHFE 2016

      Volume: 1 Pages: 485-494

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of Price of Zero on Decision Making: An Attempt to Generalize Human’s Irrational Behavior to Price of Zero2016

    • Author(s)
      A.Murata, Y.Matsushita and M.Moriwaka
    • Journal Title

      Advances in Cross-Cultural Decision Making, Proceedings of the AHFE 2016

      Volume: 1 Pages: 109-116

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Irrational Behavior in Adaptation: Difference of Adaptation Process to Comfort and Discomfort Stimulus When Presented All Together or Intermittently2016

    • Author(s)
      A.Murata and T.Nakamura
    • Journal Title

      Advances in Cross-Cultural Decision Making, Proceedings of the AHFE 2016

      Volume: 1 Pages: 133-145

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Proposal of a Method to Predict Subjective Drowsiness using Physiological and Behavioral Measures2016

    • Author(s)
      A.Murata
    • Journal Title

      IIE Transactions on Occupational Ergonomics and Human Factors

      Volume: 3(6) Pages: 0-00

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discussion on Feasibility of Removal of Cognitive Biases2016

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 6(7) Pages: 377-395

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Insensitivity to Unethical Behavior in Dictator Game when Indirectly Intermediated -Effect of Instruction Condition for Evaluator on Punishment to Dictator-2016

    • Author(s)
      A.MURATA, and Y.MATSUSHITA
    • Journal Title

      Journal of Behavioral and Brain Science

      Volume: 6 Pages: 199-208

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Verification of Mile Per Gallon (MPG) Bias by Means of km per liter Representation2016

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 6(6) Pages: 319-326

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Development of a Method to Predict Crash Risk using Trend Analysis of Driver Behavior Changes over Time2016

    • Author(s)
      A.MURATA and K.FUKUDA
    • Journal Title

      Traffic Injury and Prevention

      Volume: 17(2) Pages: 114-121

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multinomial Logistic Regression Model for Predicting Driver's Drowsiness Using Only Behavioral Measures2015

    • Author(s)
      A.MURATA and K.Naitoh
    • Journal Title

      Journal of Traffic and Transportation Engineering

      Volume: 3(2) Pages: 80-95

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Verification of Gradual Escalation Phenomenon of Violation Behavior using an Experimental Paradigm of Diversification of Risk2015

    • Author(s)
      A.MURATA
    • Journal Title

      Psychology Research

      Volume: 5(3) Pages: 197-204

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Loss Aversion Underlying Violation, Psychology Research2015

    • Author(s)
      A.MURATA
    • Journal Title

      Psychology Research

      Volume: 5(4) Pages: 225-231

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Persistency of Endowment Effect-Relationship between Affection and Endowment Effect-2015

    • Author(s)
      A.MURATA
    • Journal Title

      Psychology Research

      Volume: 5(5) Pages: 287-291

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On non-proportionality of probability weighting function in prospect theory -Identification of condition of non-proportionality-2015

    • Author(s)
      A.MURATA
    • Journal Title

      Frontiers in Psychological and Behavioral Science

      Volume: 4(2) Pages: 36-41

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discussion on p-value for Changing Risk Attitude between Two Prospects ($Y, p) and ($X,1) in Both Gain and Loss Domains under Smaller p-values and Y>>X -Reflection Effect and Condition for Reversal of Choice2015

    • Author(s)
      A.MURATA
    • Journal Title

      Frontiers in Psychological and Behavioral Science

      Volume: 4(4) Pages: 42-51

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Intention on Outcome Bias in Decision Making -Implications for Safety Management-2015

    • Author(s)
      A.MURATA, and T.NAKAMURA
    • Journal Title

      Journal of Behavioral and Brain Science

      Volume: 5 Pages: 561-569

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multinomial Logistic Regression Model for Predicting Driver’s Drowsiness Using Only Behavioral Measures2015

    • Author(s)
      A.Murata and K.Naitoh
    • Journal Title

      Journal of Traffic and Transportation Engineering

      Volume: 3(2) Pages: 80-90

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Method to Measure Eye-Hand Coordination for Extracting Skilled Elements -Simultaneous Measurement of Eye-gaze and Hand Location-2014

    • Author(s)
      A.Murata and K.Inoue
    • Journal Title

      Computer Technology and Application

      Volume: 5(8) Pages: 73-82

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of Information Feedback of Task Performance on Social Loafing2014

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 4(9) Pages: 734-741

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Basic Study on Cognitive Conformity Behavior -Effects of Group Conditions on Behavior-2014

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 4(10) Pages: 761-769

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hindsight Bias in Cause Analysis of Accident2014

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 4(11) Pages: 843-851

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Anchoring Bias in Relationship between Objective and Subjective Probability2014

    • Author(s)
      A.Murata
    • Journal Title

      Psychology Research

      Volume: 4(12) Pages: 936-943

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Cross-cultural difference and cognitive biases as causes of gap in approach toward safety2018

    • Author(s)
      A.MURATA
    • Organizer
      AHFE2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cognitive biases and distorted decision making that prevent rational and efficient sports management -Cross-cultural difference between MLB and NPB-2018

    • Author(s)
      A.MURATA
    • Organizer
      AHFE2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effectiveness of Eye-gaze Input Method-Comparison of Speed and Accuracy among Three Eye-gaze Input Method-2018

    • Author(s)
      A.MURATA and M.MORIWAKA
    • Organizer
      AHFE2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Camera monitor systems as replacement of side mirror in rearward monitoring2018

    • Author(s)
      T.DOI, A.MURATA, M.MORIWAKA, and T.OSAGAMI
    • Organizer
      AHFE2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of luminous intensity and color of LED light on ocular movement characteristics2018

    • Author(s)
      T.DOI, A.MURATA, M.MORIWAKA, and T.TAKAMOTO
    • Organizer
      AHFE2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nonlinear dynamical analysis of eye movement characteristics using attractor plot and first Lyapunov exponent2015

    • Author(s)
      A.MURATA and T.MATSUURA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal scroll method for eye-gaze input system -Comparison of R-E and R-S compatibility-2015

    • Author(s)
      A.MURATA, M.MORIWAKA and Y.TAKAGISHI
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of target shape and display location on pointing performance by eye-gaze input system -Modeling of pointing time by extended Fitts’ Law-2015

    • Author(s)
      A.MURATA, M.MORIWAKA and D.FUKUNAGA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of auditory and tactile warning on drivers’ response to hazard under noisy environment2015

    • Author(s)
      A.MURATA and T.KURODA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Primacy of immediate reward underlying violation -Basic study on safety management-2015

    • Author(s)
      A.MURATA, Y.OHTA and M.MORIWAKA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An attempt to predict driver’s drowsiness using trend analysis of behavioral measures2015

    • Author(s)
      A.MURATA, K.FUKUDA and K.YOSHIDA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An attempt to predict point in time with high risk of crash using psychological rating on drowsiness and X-Bar chart of behavioral measures2015

    • Author(s)
      A.MURATA and K.NAITOH
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Enhancement of performance by automotive display design that applied proximity compatibility principle (PCP)2015

    • Author(s)
      A.MURATA and T.AKAZAWA
    • Organizer
      HCI2015
    • Place of Presentation
      Los Angels
    • Year and Date
      2015-08-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fitts’ modeling of pointing time in eye-gaze input system that takes into account the effects of target shape and display location on pointing performance2015

    • Author(s)
      A.MURATA, I.KONISHI, M.MORIWAKA and D.FUKUNAGA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Trend analysis of behavioral measures for predicting point in time of crash2015

    • Author(s)
      A.MURATA, T.YAMAASHI, K.FUKUDA and M.MORIWAKA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Insensitivity to unethical behavior in decision making when indirectly intermediated2015

    • Author(s)
      A.MURATA, Y.MATSUSHITA and M.MORIWAKA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Condition on occurrence of unethical behavior due to loss aversion in decision making2015

    • Author(s)
      A.MURATA and T.NAKAMURA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Statistics of a variety of cognitive biases in decision making in crucial accident analyses2015

    • Author(s)
      A.MURATA and H.YOSHIMURA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Unnoticed unethical behavior in decision making when gradually escalated2015

    • Author(s)
      A.MURATA and T.MORINAGA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Outcome bias in decision making on punishment or reward2015

    • Author(s)
      A.MURATA, T.NAKAMURA, Y.MATSUSHITA and M.MORIWAKA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Irrational properties of risk attitude in decision making2015

    • Author(s)
      A.MURATA, M.MORIWAKA and Y.OHTA
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multinomial logistic regression model for predicting driver’s drowsiness using behavioral measures2015

    • Author(s)
      A.MURATA, Y.FUJII and K.NAITOH
    • Organizer
      AHFE2015
    • Place of Presentation
      Las Vegas
    • Year and Date
      2015-07-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Preventive safety by auditory-vibrotactile automotive warning system2014

    • Author(s)
      A.Murata, M.Kambayashi, M.Moriwaka and K.Yamada
    • Organizer
      SICE2014
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] An attempt to prevent traffic accidents due to drowsy driving -Prediction of drowsiness by Bayesian estimation-2014

    • Author(s)
      A.Murata, Y.Urakami and M.Moriwaka
    • Organizer
      SICE2014
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Analysis of human behavior by experimental game-theoretic approach2014

    • Author(s)
      A.Murata, Y.Matsushita, S.Kubo and M.Moriwaka
    • Organizer
      SICE2014
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Effects of target shape and display location on pointing performance by eye-gaze input system2014

    • Author(s)
      A.Murata, R.Uetsugi and D.Fukunaga
    • Organizer
      SICE2014
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Basic study on automotive display design by proximity compatibility principle2014

    • Author(s)
      A.Murata and T.Akazawa
    • Organizer
      SICE2014
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Basic Study on Prevention of Human Error -Anchoring Bias in Relationship between Objective and Subjective Probability-2014

    • Author(s)
      A.Murata and M.Moriwaka
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Effects of Pen Holding Posture on Handwriting Motion2014

    • Author(s)
      A.Murata and K.Gotoh
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Effectiveness of Back and Foot Pressures for Assessing Drowsiness of Drivers2014

    • Author(s)
      A.Murata, A.Nakatsuka and M.Moriwaka
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Effectiveness of Auditory and Vibrotactile Cuing for Driver’s Enhanced Attention under Noisy Environment2014

    • Author(s)
      A.Murata, Y.Kuroda and M.Kambayashi
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Basic Study on Prevention of Human Error -Debiasing Method of Cognitive Biases in Decision Making-2014

    • Author(s)
      A.Murata, T.Nakamura and S.Kubo
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Basic Study on Prevention of Human Error -How Cognitive Biases Distort Decision Making and Lead to Crucial Accidents-2014

    • Author(s)
      A.Murata and T.Nakamura
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Exploration of Possibility of Driver’s Drowsiness Prediction with High Accuracy using Both Physiological and Behavioral Measures2014

    • Author(s)
      A.Murata, K.Naitoh, T.Koriyama and M.Moriwaka
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] An Attempt to Predict Point in Time with High Risk of Accident by Trend Analysis -Method for Detecting Significant Trend of Change of Behavioral Measures-2014

    • Author(s)
      A.Murata, K.Fukuda and T.Koriyama
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Nonlinear Dynamical Analysis of Eye Movement Characteristics2014

    • Author(s)
      A.Murata, T.Matsuura and M.Moriwaka
    • Organizer
      AHFE2014
    • Place of Presentation
      クラクフ(ポーランド)
    • Year and Date
      2014-07-22 – 2014-07-24
    • Related Report
      2014 Annual Research Report

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Published: 2014-04-04   Modified: 2022-02-21  

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