DocumentCode
2225789
Title
The application of BP neural network and gray neural network in university graduates´ employment forecasting
Author
Zheng, Jin
Author_Institution
Comput. Sci. & Technol. Dept., Tongji Univ., Shanghai, China
Volume
2
fYear
2010
fDate
20-22 Aug. 2010
Abstract
With the help of neural network theory and the employment data of six majors´ graduates (vehicle engineering, finance, traffic engineering, computer, applied Chemistry, law) in one university from 2002 to 2009, we study the application of these theories and models in the area of employment forecasting. By comparing the predicted results and actual ones, we verify and analyze the accuracy of these two models in forecasting, and further predict the employment situation of graduates of this university in 2010.
Keywords
backpropagation; educational institutions; employment; forecasting theory; grey systems; neural nets; BP neural network; gray neural network; university graduates employment forecasting; Chemistry; Computers; Engines; Finance; Vehicles; BP neural network; GM(1,1) neural network; employment; forecast;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location
Chengdu
ISSN
2154-7491
Print_ISBN
978-1-4244-6539-2
Type
conf
DOI
10.1109/ICACTE.2010.5579436
Filename
5579436
Link To Document