Classifying Aviation Safety Reports: Using Supervised Natural Language Processing (NLP) in an Applied Context

Michael D. New, Ryan J. Wallace

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number7
JournalSafety
Volume11
Issue number1
DOIs
StatePublished - Mar 2025
Externally publishedYes

ASJC Scopus Subject Areas

  • Safety, Risk, Reliability and Quality
  • Safety Research
  • Public Health, Environmental and Occupational Health

Keywords

  • aviation safety reports
  • bidirectional encoder representations from transformers (BERT)
  • multi-class
  • natural language processing (NLP)

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