DocumentCode
578104
Title
The application research of book intelligent weeding based on neural network
Author
Shi, Yujing ; Wang, Xuejun ; Song, Shasha
Author_Institution
Sch. of Inf. Sci. & Technol., Shijiazhuang Tiedao Univ., Shijiazhuang, China
Volume
1
fYear
2012
fDate
15-17 July 2012
Firstpage
331
Lastpage
335
Abstract
This paper mainly introduces the methods and steps of book intelligent weeding in university libraries based on BP neural network. It conducts a research on the extraction of used books features, BP neural network learning algorithm and its improved algorithm, the training sample processing, network convergence and other issues. Finally the experimental results based on MATLAB simulation show that the application of BPNN model in book intelligent weeding is feasible nd effective.
Keywords
backpropagation; convergence; feature extraction; neural nets; research libraries; BP neural network learning algorithm; BPNN model; MATLAB simulation; application research; book intelligent weeding; network convergence; training sample processing; university libraries; used book feature extraction; Abstracts; Analytical models; Antennas; Classification algorithms; Neural networks; BP neural network; BPNN model; Book intelligent weeding;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6358935
Filename
6358935
Link To Document