- Tytuł:
- The Identification of Factors Contributing to Self-Reported Anomalies in Civil Aviation
- Autorzy:
-
Andrzejczak, C.
Karwowski, W.
Thompson, W. - Powiązania:
- https://bibliotekanauki.pl/articles/90652.pdf
- Data publikacji:
- 2014
- Wydawca:
- Centralny Instytut Ochrony Pracy
- Tematy:
-
self-reported anomalies
civil aviation
human factors
pilot error
text mining
correspondence analysis
czynnik ludzki
lotnictwo cywilne
błąd pilota
analiza tekstu - Opis:
- The main objective of this study was to analyze anomalies voluntarily reported by pilots in civil aviation sector and identify factors leading to such anomalies. Experimental data were obtained from the NASA aviation safety reporting system (ASRS) database. These data contained a range of text records spanning 30 years of civilian aviation, both commercial (airline operations) and general aviation (private aircraft). Narrative data as well as categorical data were used. The associations between incident contributing factors and selfreported anomalies were investigated using data mining and correspondence analysis. The results revealed that a broadly defined human factors category and weather conditions were the main contributors to selfreported civil aviation anomalies. New associations between identified factors and reported anomaly conditions were also reported.
- Źródło:
-
International Journal of Occupational Safety and Ergonomics; 2014, 20, 1; 3-18
1080-3548 - Pojawia się w:
- International Journal of Occupational Safety and Ergonomics
- Dostawca treści:
- Biblioteka Nauki
Artykuł