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
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;
Conference_Titel :
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4577-2130-4
DOI :
10.1109/ICNC.2012.6234639