DocumentCode
3145880
Title
Analysis on Employment of Graduate with BP Neural Network
Author
Wang, XiaoTao ; Ping, Wang ; Wang, XiaoBo
Author_Institution
Electr. & Inf. Coll., Xihua Univ., Chengdu, China
fYear
2009
fDate
15-16 May 2009
Firstpage
198
Lastpage
201
Abstract
A method based on BP neural network was put forward to estimate the probability which a graduate is employed. The paper first introduced the principle of BP neural network. For the analysis of the employment problem of graduates, we adopt the multi-factor fuzzy comprehensive evaluation method of the fuzzy mathematics, which quantified the various data of the student information, and then set up a BP neural network with the Matlab software. Through the test, the error between the predictive value and the actual value is very small. So this network can be used for the analysis of the employment problem of graduates.
Keywords
backpropagation; employment; fuzzy set theory; neural nets; social sciences computing; BP neural network; Matlab software; employment problem; fuzzy mathematics; multifactor fuzzy comprehensive evaluation method; Educational institutions; Employment; Fuzzy neural networks; Fuzzy sets; Information analysis; Mathematical model; Multi-layer neural network; Neural networks; Neurons; Testing; BP neural network; data quantify; employment; matlab;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Ubiquitous Computing and Education, 2009 International Symposium on
Conference_Location
Chengdu
Print_ISBN
978-0-7695-3619-4
Type
conf
DOI
10.1109/IUCE.2009.129
Filename
5223216
Link To Document