Title :
Modeling Household Car Ownership by Decision Rules
Author :
Wang, Weijie ; Wang, Wei ; Ren, Gang
Author_Institution :
Sch. of Transp., Southeast Univ., Nanjing, China
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;
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
DOI :
10.1109/ICICTA.2009.261
