DocumentCode
1912576
Title
Modeling Household Car Ownership by Decision Rules
Author
Wang, Weijie ; Wang, Wei ; Ren, Gang
Author_Institution
Sch. of Transp., Southeast Univ., Nanjing, China
Volume
2
fYear
2009
fDate
10-11 Oct. 2009
Firstpage
99
Lastpage
102
Abstract
This paper aims to develop a decision rule-based model of household car ownership by using household travel survey data. The rough set approach as one of data mining techniques provides an effective tool to model the presented data set with decision rule sets. In this paper, the outputted "if-then" rules show the significant relationships between car ownership type and household characteristics. The performance of three different rule sets is also compared.
Keywords
data mining; road vehicles; rough set theory; traffic engineering computing; data mining; decision rules; household car ownership; household travel survey data; rough set approach; Automation; Cities and towns; Data mining; Demography; Energy consumption; Licenses; Paper technology; Pollution; Road transportation; Traffic control; Car ownership; data; decision rule; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
Conference_Location
Changsha, Hunan
Print_ISBN
978-0-7695-3804-4
Type
conf
DOI
10.1109/ICICTA.2009.261
Filename
5288307
Link To Document