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Natural language processing for aviation safety: extracting knowledge from publicly-available loss of separation reports.

Irene BuselliLuca OnetoCarlo DambraChristian Verdonk GallegoMiguel García MartínezAnthony SmokerNnenna IkeTamara PejovicPatricia Ruiz Martino
Published in: Open research Europe (2022)
Authors' results are a promising first step toward the full automation of a general analysis of LoS reports supported by results on real-world data coming from two different sources. In the future,authors' proposal could be extended to other taxonomies or tailored to identify factors to be included in the safety taxonomies.
Keyphrases
  • healthcare
  • adverse drug
  • electronic health record
  • big data
  • liquid chromatography
  • mass spectrometry
  • artificial intelligence