Title :
Implement a IT Work Searching System Based the BP Algorithm
Author :
Xiuxuan Bai ; Ping Wang
Author_Institution :
Beijing Polytech., Beijing, China
Abstract :
This paper mainly describes a search module, based on the BP neural network model, in Beijing Vocational College of Electronic Science Student Work Management System. The module is for selecting the appropriate work based on the machine learning. This module creates the BP model for every user and adjusts the weight and threshold of the BP model while students use the search module to browse other students´ work. And as a result of the experiment, after about 60 or more times of the weight and threshold adjustment, the errors can be reduced into 0.01.
Keywords :
backpropagation; educational administrative data processing; electronic engineering computing; electronic engineering education; learning (artificial intelligence); neural nets; BP algorithm; BP model; BP neural network model; Beijing Vocational College of Electronic Science Student Work Management System; IT work searching system; machine learning; search module; Algorithm design and analysis; Artificial neural networks; Biological neural networks; Data models; Educational institutions; XML; BP neural network model;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location :
Shiyang
DOI :
10.1109/ICCIS.2013.163