Extraction and Extended Analysis of Good Jobs from Safety Reports Using Text Mining-Focusing on the Voluntary Information Contributory to Enhancement of the Safety (VOICES) Data

Tsubasa Takagi, Ayumu Osawa, Miwa Nakanishi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

To incorporate Safety-II, which pertains to the continuation of stable operations, into safety management, we must understand why and how everyday operations are successfully carried out. However, there are no effective methods that enable such analysis since successful operations do not have to be reported in depth and are rarely analyzed. In this research, we extracted and undertook an additional analysis of the efforts or actions practiced at the sharp end to make things go right (Good Jobs) from safety reports describing events where an accident or a disaster had been successfully avoided or overcome. Specifically, we analyzed the Voluntary Information Contributory to Enhancement of the Safety (VOICES), which is one of the safety reports widely used in the field of Japanese aviation and is open to the public. In this paper, the discussions are focused on the practical analysis of the extracted Good Jobs so that they could be evaluated in depth.

Original languageEnglish
Title of host publicationHuman Interface and the Management of Information. Information-Rich and Intelligent Environments - Thematic Area, HIMI 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Proceedings
EditorsSakae Yamamoto, Hirohiko Mori
PublisherSpringer Science and Business Media Deutschland GmbH
Pages439-454
Number of pages16
ISBN (Print)9783030783600
DOIs
Publication statusPublished - 2021
EventThematic area Human Interface and the Management of Information, HIMI 2021 Held as Part of the 23rd HCI International Conference, HCII 2021 - Virtual, Online
Duration: 2021 Jul 242021 Jul 29

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12766 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceThematic area Human Interface and the Management of Information, HIMI 2021 Held as Part of the 23rd HCI International Conference, HCII 2021
CityVirtual, Online
Period21/7/2421/7/29

Keywords

  • Aviation
  • Good jobs
  • Safety reports
  • Safety-II
  • Text mining

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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