Data Mining on Prices of Highway Project Main Material Based on WEB

DOI

10.2991/iske.2007.47How to use a DOI?

Keywords

Highway project main material; Data mining; WEB; BP neural network

Abstract

The management of main material prices of provincial highway project quota has problems of lag and blindness. Framework of provincial highway project quota data MIS and main material price data warehouse were established based on WEB firstly. Then concrete processes of provincial highway project main material prices were brought forward based on BP neural network algorithmic. After that standard BP algorithmic, additional momentum modify BP network algorithmic, self-adaptive study speed improved BP network algorithmic were compared in predicting highway project main prices. The result indicated that it is feasible to predict highway main material prices using BP NN, and using self-adaptive study speed improved BP network algorithmic is the relatively best one.

Copyright

© 2007, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jie He
AU  - Yikai Chen
AU  - Wen Hang
AU  - Zhiguo Qi
PY  - 2007/10
DA  - 2007/10
TI  - Data Mining on Prices of Highway Project Main Material Based on WEB
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 276
EP  - 281
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.47
DO  - 10.2991/iske.2007.47
ID  - He2007/10
ER  -