DocumentCode
2414475
Title
Evaluation of College Students´ Quality on PCA-BP Neural Networks
Author
Chun, Yang
Author_Institution
Libr., Hebei Univercity of Eng., Handan, China
fYear
2010
fDate
7-9 May 2010
Firstpage
4005
Lastpage
4008
Abstract
A BP neural network model based on principal component analysis(PCA) is proposed to evaluate the college student information quality comprehensively. The principal component analysis is adopted to process the evaluation index by dimension reduce. And then a BP neural network evaluation model of college students´ information quality is established.
Keywords
backpropagation; educational administrative data processing; neural nets; principal component analysis; BP neural network; college student; dimension reduce; evaluation index; information quality; principal component analysis; Artificial neural networks; Book reviews; Educational institutions; Electronic government; Indexes; Knowledge management; Libraries; BP neural network; college students; information quality; principal component analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-0-7695-3997-3
Type
conf
DOI
10.1109/ICEE.2010.1005
Filename
5591590
Link To Document