DocumentCode
724199
Title
An analysis method for flight delays based on Bayesian network
Author
Li Qianya ; Wang Lei ; Fei Rong ; Wang Bin ; Hei Xinhong
Author_Institution
Fac. of Compute Sci. & Eng., Xi´an Univ. of Technol., Xi´an, China
fYear
2015
fDate
23-25 May 2015
Firstpage
2561
Lastpage
2565
Abstract
We design a Bayesian network by series analysis on actual airline data. The creation of the initial parameters is based on the analysis for the continuous flights fly over the same point. The framework is constructed and process of delay prediction is analyzed. The method is test in data sets which is offered by the company. And it clearly demonstrates the value of BN for analyzing the system-level effects arising from micro-level causes.
Keywords
belief networks; delays; travel industry; Bayesian network; airline data; delay prediction process; flight delay analysis method; microlevel causes; system-level effects; Airports; Analytical models; Atmospheric modeling; Bayes methods; Data models; Delays; Predictive models; analysis; empirical flight data; flight delay; prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162353
Filename
7162353
Link To Document