Research on Librarian Demand Prediction Based on the GM (1, 1) Model and BP Neural Network Combined Model

L Peng, Y Liu, K Chen - International Conference on Wireless …, 2021 - Springer
With the development of science and technology, the automation level of library is constantly
improving, and the number of librarians is decreasing year by year. As one of the most …

Research on library visits prediction based on the combination of GM (1, 1) and BP neural network

L Peng, Y Liu, K Chen - Third International Conference on …, 2022 - spiedigitallibrary.org
All work of library is carried out around the readers, library visits prediction is crucial to the
allocation and optimization of library human, financial, and material resources. Based on the …

Research on University Book Purchasing Model Based on Genetic-Neural Network Algorithm

J Li - 2022 European Conference on Communication …, 2022 - ieeexplore.ieee.org
This paper introduces the basic principle of neural network and its data processing flow,
focusing on the analysis of the network in library information evaluation and evaluation …

A Study on the User Demand Forecasting and Improvement Plan of Gimpo City Library Service

Y Noh, I Chang, JH Kang, R Chang - International Journal of …, 2020 - koreascience.kr
With accommodation of a population of many young people and families due to Hangang
River New Town Housing Project and development of railway station spheres, a need is …

A study on how to construct the prediction model of library lending of university library

B Sun, J Feng, L Liu - International Conference on Information …, 2011 - ieeexplore.ieee.org
As for evaluating an administrator of a library, library lending is an important indicator.
Furthermore, if library lending can be known previously, then the information may help an …

Prediction and Estimation of Book Borrowing in the Library: Machine Learning

J Sun - Informatica, 2021 - informatica.si
In the library, the prediction and estimation of book borrowing plays an important role in
library work. Based on the data mining method, this paper analyzed the prediction and …

[PDF][PDF] The purchasing management and practice of sci-tech books in university library based on back-propagation artificial neural network

O Ruixiang - International workshop on advances in social …, 2018 - webofproceedings.org
The statistics of books lending in a university has been classified, indicating the positive
correlation between the practicability and the price of the book. For the situation of popular …

Toward effective planning and management using predictive analytics based on rental book data of academic libraries

N Iqbal, F Jamil, S Ahmad, D Kim - Ieee Access, 2020 - ieeexplore.ieee.org
Large scale data and predictive analytics are the most challenging tasks in the field of
academic data mining. Academic libraries are a great source of information and knowledge …

Prediction of information talent demand based on the grayscale prediction model and the BP neural network

C Sun, Y Lu - Mobile Information Systems, 2022 - Wiley Online Library
With the increasing popularity of the Internet technology, people are now increasingly
accustomed to obtaining information or help through the Internet. Meanwhile, the great …

A study about the prediction of university library lending based on multiple regression analysis

B Sun - Advances in Automation and Robotics, Vol. 1: Selected …, 2012 - Springer
The change of library lending depends on the change of the number of readers and the
books that a library possesses. Library lending has a strong association with the number of …