• DocumentCode
    2558635
  • Title

    Research on books intelligent distributing based on BP neural network

  • Author

    Xie, Ping ; Liu, Yuhua ; Liu, Hongxia

  • Author_Institution
    Hunan Int. Econ. Univ., Changsha, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    454
  • Lastpage
    457
  • Abstract
    This paper attempts to propose a design scheme of intelligent network technique based on library book distribution theory combined with BP neural network. The scheme follows the way of data classification learning and setting up neural network, demonstrating classification learning algorithm and validates the rationality, validity and reliability of the proposed algorithm by means of k-fold cross validation. The system can analyse intelligently all the features to achieve the aim of rationalization of book distribution and optimization of book collection.
  • Keywords
    backpropagation; electronic publishing; libraries; neural nets; BP neural network; book collection optimization; book distribution rationalization; books intelligent distributing; data classification learning; intelligent network technique; k-fold cross validation; library book distribution theory; Artificial intelligence; Classification algorithms; Floors; Libraries; Neural networks; Training; Vectors; BP neural network; feature extraction; intelligent distributing; self-adaptive;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2012 Eighth International Conference on
  • Conference_Location
    Chongqing
  • ISSN
    2157-9555
  • Print_ISBN
    978-1-4577-2130-4
  • Type

    conf

  • DOI
    10.1109/ICNC.2012.6234639
  • Filename
    6234639