Title :
Application of BP neural network to prediction of library circulation
Author :
Wang, Runhua ; Tang, Yi ; Li, Lei
Author_Institution :
Chongqing Univ. of Sci. & Technol., Chongqing, China
Abstract :
In this paper, a research is made for a prediction model for library circulation established upon application of BP neural network, by which it is possible to predict circulation of books from a library. And the prediction model is subject to verification through simulation upon combination of actual statistical data in terms of library circulation, with a good verification effect. It is of great guiding and referential significance to make a quantitative and qualitative analysis of library circulation and improve library management.
Keywords :
academic libraries; backpropagation; formal verification; neural nets; statistical analysis; BP neural network; book circulation; library circulation prediction model; library management; statistical data; verification effect; Biological neural networks; Data mining; Educational institutions; Libraries; Neurons; Predictive models; Training; library circulation; neural network; prediction;
Conference_Titel :
Cognitive Informatics & Cognitive Computing (ICCI*CC), 2012 IEEE 11th International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-2794-7
DOI :
10.1109/ICCI-CC.2012.6311183
