Title :
Evaluation of College Students´ Quality on PCA-BP Neural Networks
Author_Institution :
Libr., Hebei Univercity of Eng., Handan, China
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;
Conference_Titel :
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3997-3
DOI :
10.1109/ICEE.2010.1005
