Modeling Human Factors Topics in Aviation Reports

• Published in: Proceedings of the Human Factors and Ergonomics Society Annual Meeting Vol. 63; no. 1; pp. 126 - 130
• Main Authors: Lyall-Wilson, Beth, Kim, Nicolas, Hohman, Elizabeth
• Format: Journal Article
• Language: English
• Published: Los Angeles, CA SAGE Publications 01.11.2019

This paper describes the development and new application of a text modeling process for identifying human factors topics, such as fatigue, workload, and distraction in aviation safety reports. Current approaches to identifying human factors topic representations in text data rely on manual review fr...