Research on choice of travel mode model based on Naive Bayesian Method

Author

Wu, Wei-tiao ; Jin, Wen-zhou ; Lin, Pei-qun

Author_Institution

Sch. of Civil & Transp., South China Univ. of Technol., Guangzhou, China

Volume

2

fYear

2011

fDate

13-15 May 2011

Firstpage

439

Lastpage

444

Abstract

Since the individual travel mode choice behavior of urban residents has a direct influence on traffic structure, the research on it can provide the scientific basis for the urban planning and the transportation policy making. Considering the close relation between the traveler´s characteristics and the travel mode choices, this paper deals specially with this issue based on Naive Bayesian Method. Besides, by taking the resident trip survey in Jiangmen for example and discretizing the journey characteristic variables, constructs a model to choose resident model, which has great impact on travel mode choice and provides guidance for the traffic demand forecast and the management.

Keywords

belief networks; road traffic; town and country planning; transportation; Naive Bayesian method; resident trip survey; traffic demand management; traffic structure; transportation policy making; travel mode model; urban planning; Aggregates; Analytical models; Bayesian methods; Motorcycles; Predictive models; Training; Naive Bayesian Method; attributive character; traffic plan; travel mode choice; urban traffic;

fLanguage

English

Publisher

ieee

Conference_Titel

Business Management and Electronic Information (BMEI), 2011 International Conference on

Conference_Location

Guangzhou

Print_ISBN

978-1-61284-108-3

Type

conf

DOI

10.1109/ICBMEI.2011.5917941

Filename

5917941