• DocumentCode
    1843245
  • Title

    Implement a IT Work Searching System Based the BP Algorithm

  • Author

    Xiuxuan Bai ; Ping Wang

  • Author_Institution
    Beijing Polytech., Beijing, China
  • fYear
    2013
  • fDate
    21-23 June 2013
  • Firstpage
    595
  • Lastpage
    596
  • Abstract
    This paper mainly describes a search module, based on the BP neural network model, in Beijing Vocational College of Electronic Science Student Work Management System. The module is for selecting the appropriate work based on the machine learning. This module creates the BP model for every user and adjusts the weight and threshold of the BP model while students use the search module to browse other students´ work. And as a result of the experiment, after about 60 or more times of the weight and threshold adjustment, the errors can be reduced into 0.01.
  • Keywords
    backpropagation; educational administrative data processing; electronic engineering computing; electronic engineering education; learning (artificial intelligence); neural nets; BP algorithm; BP model; BP neural network model; Beijing Vocational College of Electronic Science Student Work Management System; IT work searching system; machine learning; search module; Algorithm design and analysis; Artificial neural networks; Biological neural networks; Data models; Educational institutions; XML; BP neural network model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
  • Conference_Location
    Shiyang
  • Type

    conf

  • DOI
    10.1109/ICCIS.2013.163
  • Filename
    6643078