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
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;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7162353
