Proposal of information analysis system on latent human error

Tatsuya Shimada, Riku Tsunori, Kasumi Koike, Yusaku Okada

研究成果: Conference contribution

抜粋

Latent Human Error information is gathered in companies, but there is a problem that it cannot be used well. The problem behind it is lack of knowledge on trouble analysis and insufficient analysis on text data. Therefore, in this research, we propose an information analysis system on latent human error. In the analysis system, the following three important elements are included. The first point is knowledge of Human Factors which is useful for trouble analysis. The second point is natural language processing technology which processes text information on trouble. The third point is statistics and DeepLearning technology using processed text information. Based on these factors, we aim to build an analysis support system that can be used by people who are not familiar with trouble analysis at the company site.

元の言語English
ホスト出版物のタイトルAdvances in Human Error, Reliability, Resilience, and Performance - Proceedings of the AHFE 2019 International Conference on Human Error, Reliability, Resilience, and Performance
編集者Ronald L. Boring
出版者Springer Verlag
ページ271-275
ページ数5
ISBN(印刷物)9783030200367
DOI
出版物ステータスPublished - 2020 1 1
イベントAHFE International Conference on Human Error, Reliability, Resilience, and Performance, 2019 - Washington D.C., United States
継続期間: 2019 7 242019 7 28

出版物シリーズ

名前Advances in Intelligent Systems and Computing
956
ISSN(印刷物)2194-5357

Conference

ConferenceAHFE International Conference on Human Error, Reliability, Resilience, and Performance, 2019
United States
Washington D.C.
期間19/7/2419/7/28

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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  • これを引用

    Shimada, T., Tsunori, R., Koike, K., & Okada, Y. (2020). Proposal of information analysis system on latent human error. : R. L. Boring (版), Advances in Human Error, Reliability, Resilience, and Performance - Proceedings of the AHFE 2019 International Conference on Human Error, Reliability, Resilience, and Performance (pp. 271-275). (Advances in Intelligent Systems and Computing; 巻数 956). Springer Verlag. https://doi.org/10.1007/978-3-030-20037-4_24