• 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