A Transportation Guidance System Based on Data Mining and GABP

Article Preview

Abstract:

This paper researches a transportation guidance system based on data mining technology. Data mining may be available for providing reliable decision base based on existing mass data and give proper guiding strategy in consideration of real road condition.The guiding result will become more efficient provided that GABP Neural Network Forecast is mixed in the real road condition.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

914-919

Citation:

Online since:

January 2014

Authors:

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] Mathiyalagan V., A WebGIS and geodatabase for Florida's wetlands[J]. Computers And Electronics in Agriculture, 2005, 47(1): 69-75.

DOI: 10.1016/j.compag.2004.08.003

Google Scholar

[2] Yang Zhaosheng, Chu Lianyu. Journal of highway and transportation research and development[J]. Scientific of highway and transportation, 2000, 17(1): 34.

Google Scholar

[3] Song Gao, Optimal routing policy problems in stochastic time-dependent networks[J], Transportation Research Part B, 2006(40): 93-94.

DOI: 10.1016/j.trb.2005.02.001

Google Scholar

[4] Zheng Jigang, Research on improving and simulating of the apriori algorithm[J]. Computer& Digital Engineering, 2010(12): 24-26.

Google Scholar

[5] C. Antoniou,M. Ben-Akiva and H.N. Koutsopoulos. Dynamic traffic demand prediction using conventional and emerging data sources[J]. IEE (2006).

DOI: 10.1049/ip-its:20055006

Google Scholar

[6] Tian Bichen, Hu Zhengping, He Xiuliang, ang Jia, Study of urban intelligent traffic guidance system[J], Communications Standardization, 2011(16): 151-154.

Google Scholar

[7] Han jia-wei, Micheline Kamber. Data Mining Concepts and Techniques[M]. Beijing: China Machine Press, 2001: 239-240.

Google Scholar

[8] Guan, J.Z., Zheng, C.Q., Zhu,X. L, Liu J.K., Wang Y.S., Qiao,L., Ji Y.L.: VMS Release of Traffic Guide Information in Beijing Olympics. Journal of Transportation Systems Engineering and Information Technology. Vol. 8, (2008).

DOI: 10.1016/s1570-6672(09)60009-x

Google Scholar

[9] W. Y. Zhang, W. Guan, J. H. Ma, T. Wang: Discrete Dyn. Nat. Soc., Vol. 2013 (2013), Article ID 162128.

Google Scholar

[10] W. Y. Zhang, W. Guan, J. H. Ma, J. F. Tian: A nonlinear pairwise swapping dynamic system for modeling selfish routing evolutionary game. http: /eprintweb. org/S/article/math/1305. 5046.

Google Scholar

[11] C. F. Daganzo: Transport. Res. B-Meth., Vol. 28 (1994), p.269.

Google Scholar

[12] C. F. Daganzo: Transport. Res. B-Meth., Vol. 29 (1995), p.79.

Google Scholar