Data Mining on Prices of Highway Project Main Material Based on WEB
- 10.2991/iske.2007.47How to use a DOI?
- Highway project main material; Data mining; WEB; BP neural network
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.
- © 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/).
Cite this article
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 -