• DocumentCode
    3442706
  • Title

    Application of BP neural network to prediction of library circulation

  • Author

    Wang, Runhua ; Tang, Yi ; Li, Lei

  • Author_Institution
    Chongqing Univ. of Sci. & Technol., Chongqing, China
  • fYear
    2012
  • fDate
    22-24 Aug. 2012
  • Firstpage
    420
  • Lastpage
    423
  • Abstract
    In this paper, a research is made for a prediction model for library circulation established upon application of BP neural network, by which it is possible to predict circulation of books from a library. And the prediction model is subject to verification through simulation upon combination of actual statistical data in terms of library circulation, with a good verification effect. It is of great guiding and referential significance to make a quantitative and qualitative analysis of library circulation and improve library management.
  • Keywords
    academic libraries; backpropagation; formal verification; neural nets; statistical analysis; BP neural network; book circulation; library circulation prediction model; library management; statistical data; verification effect; Biological neural networks; Data mining; Educational institutions; Libraries; Neurons; Predictive models; Training; library circulation; neural network; prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics & Cognitive Computing (ICCI*CC), 2012 IEEE 11th International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4673-2794-7
  • Type

    conf

  • DOI
    10.1109/ICCI-CC.2012.6311183
  • Filename
    6311183