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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6358935
