DocumentCode
3121356
Title
The application of decision tree induction of classification in train tickets system
Author
Ye, Yangdong ; Zhang, Jing ; Gao, Junwei ; Jia, Limin
Author_Institution
Inst. of Electron. Comput. Technol., China Acad. of Railway Sci., Beijing, China
Volume
4
fYear
2002
fDate
4-5 Nov. 2002
Firstpage
2049
Abstract
The train tickets system of railway includes rich data, but how to mine useful information from them is a problem that yearns for being settled. In this paper we apply the technique of classification in data mining to the train tickets system. We use the method of decision tree induction to analyze several attributes of train tickets and reduce some significant conclusions. It realizes the combination between the technique of classification and practical database. On the one hand, this research founds application background for classification. On the other hand, it applies the new technology of data mining to the train tickets analysis and provides abundant decision information for the organization and management of train tickets. It exploits the new field of data mining.
Keywords
data mining; decision trees; inference mechanisms; pattern classification; railways; travel industry; classification; data mining; database; decision tree induction; railway; train tickets system; Application software; Data analysis; Data mining; Databases; Decision trees; Large-scale systems; Marketing and sales; Rail transportation; Real time systems; Springs;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN
0-7803-7508-4
Type
conf
DOI
10.1109/ICMLC.2002.1175398
Filename
1175398
Link To Document