Machine Learning Algorithms for Predicting and Estimating Book Borrowing in University Libraries

• Published in: Journal of advanced computational intelligence and intelligent informatics Vol. 28; no. 5; pp. 1204 - 1209
• Main Author: Zhang, Huimin
• Format: Journal Article
• Language: English
• Published: Tokyo Fuji Technology Press Co. Ltd 01.09.2024
• Subjects: Academic libraries; Algorithms; Artificial neural networks; Back propagation networks; Borrowing; Factor analysis; Genetic algorithms; Libraries; Machine learning; Neural networks; Predictions

Accurate prediction of borrowing volume of library books is conducive to the decision-making of the managers. This study briefly introduces the backpropagation neural network (BPNN) algorithm used to predict the borrowing volume of university libraries. The factor analysis method and genetic algorit...