Examination of evaluation method on human error during work by bioinstrumentation

Taro Kishimoto, Reiji Yoshida, Yoshito Tobe, Midori Sugaya

研究成果: Conference contribution

抜粋

In recent years, mechanisms to detect and correct human errors by AI and efforts to automate business operations have been advancing. Human errors are expected to be fatal in the future, and they need to be predicted and prevented in advance. Researches has also been proposed to analyze human errors from a model of human behavior and electroencephalograms, but no other useful biological information is considered. Therefore, in this research, we thought that prediction and detection could be performed by adding autonomic nerves that can be acquired from heart rate as biological information and observing patterns before and after mistakes. In order to realize it, we measured the pulse and EEG of the worker who is carrying out the computational task, developed an experimental system to investigate the question and timing of the task, assumed that it that it is possible to evaluate the electroencephalogram and pulse at the time of human error occurrence by the computational task. In addition, a questionnaire based on NASA Task Load Index was conducted to enable analysis using subjective assessment of the tasks. Through the evaluation experiments, it was suggested that it is possible to detect the occurrence of human error in the group that answered that emphasized a particular measure in the questionnaire.

元の言語English
ホスト出版物のタイトルProceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019
出版者Institute of Electrical and Electronics Engineers Inc.
ページ92-95
ページ数4
ISBN(電子版)9781728151656
DOI
出版物ステータスPublished - 2019 9
イベント27th IEEE International Requirements Engineering Conference Workshops, REW 2019 - Jeju Island, Korea, Republic of
継続期間: 2019 9 232019 9 27

出版物シリーズ

名前Proceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019

Conference

Conference27th IEEE International Requirements Engineering Conference Workshops, REW 2019
Korea, Republic of
Jeju Island
期間19/9/2319/9/27

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Software
  • Safety, Risk, Reliability and Quality

フィンガープリント Examination of evaluation method on human error during work by bioinstrumentation' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Kishimoto, T., Yoshida, R., Tobe, Y., & Sugaya, M. (2019). Examination of evaluation method on human error during work by bioinstrumentation. : Proceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019 (pp. 92-95). [8933626] (Proceedings - 2019 IEEE 27th International Requirements Engineering Conference Workshops, REW 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/REW.2019.00019