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
Link To Document