Development of Estimating Equation of Machine Operational Skill by Utilizing Eye Movement Measurement and Analysis of Stress and Fatigue
المؤلفون المشاركون
Kuronuma, Kunihiko
Suzuki, Satoshi
Yoshinari, Asato
المصدر
Advances in Human-Computer Interaction
العدد
المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2013-08-01
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
For an establishment of a skill evaluation method for human support systems, development of an estimating equation of the machine operational skill is presented.
Factors of the eye movement such as frequency, velocity, and moving distance of saccade were computed using the developed eye gaze measurement system, and the eye movement features were determined from these factors.
The estimating equation was derived through an outlier test (to eliminate nonstandard data) and a principal component analysis (to find dominant components).
Using a cooperative carrying task (cc-task) simulator, the eye movement and operational data of the machine operators were recorded, and effectiveness of the derived estimating equation was investigated.
As a result, it was confirmed that the estimating equation was effective strongly against actual simple skill levels (r=0.56–0.84).
In addition, effects of internal condition such as fatigue and stress on the estimating equation were analyzed.
Using heart rate (HR) and coefficient of variation of R-R interval (Cvrri).
Correlation analysis between these biosignal indexes and the estimating equation of operational skill found that the equation reflected effects of stress and fatigue, although the equation could estimate the skill level adequately.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Suzuki, Satoshi& Yoshinari, Asato& Kuronuma, Kunihiko. 2013. Development of Estimating Equation of Machine Operational Skill by Utilizing Eye Movement Measurement and Analysis of Stress and Fatigue. Advances in Human-Computer Interaction،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-477775
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Suzuki, Satoshi…[et al.]. Development of Estimating Equation of Machine Operational Skill by Utilizing Eye Movement Measurement and Analysis of Stress and Fatigue. Advances in Human-Computer Interaction No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-477775
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Suzuki, Satoshi& Yoshinari, Asato& Kuronuma, Kunihiko. Development of Estimating Equation of Machine Operational Skill by Utilizing Eye Movement Measurement and Analysis of Stress and Fatigue. Advances in Human-Computer Interaction. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-477775
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-477775
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر