Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)

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Analysis of Cognitive Factors Affecting Information Retrieval Behavior of University Library Users Based on RBF Network

Authors
Ping Wang1, *, Yan Chen1
1Library of Hunan Institute of Science and Technology, Yueyang, 14000, Hunan, China
*Corresponding author. Email: hlwp318@163.com
Corresponding Author
Ping Wang
Available Online 30 June 2023.
DOI
10.2991/978-94-6463-172-2_118How to use a DOI?
Keywords
Information retrieval behavior; University library; RBF neural network; Cognitive factors
Abstract

The information retrieval behavior of library users is affected by many factors. Analysis of these factors will help libraries to formulate high-quality information service strategies. Sample data is obtained by questionnaire survey, and RBF neural network model is used to learn and analyze sample data in this paper. A method for calculating the importance of input components based on RBF neural network is proposed. The influence factors of university library users’ information retrieval behavior are studied from a cognitive perspective. The influence results of relevant cognitive factors on information retrieval behavior are discussed. According to these cognitive factors, university libraries can take corresponding information service measures and improve the information retrieval efficiency of library users.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
30 June 2023
ISBN
978-94-6463-172-2
ISSN
2589-4900
DOI
10.2991/978-94-6463-172-2_118How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Ping Wang
AU  - Yan Chen
PY  - 2023
DA  - 2023/06/30
TI  - Analysis of Cognitive Factors Affecting Information Retrieval Behavior of University Library Users Based on RBF Network
BT  - Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)
PB  - Atlantis Press
SP  - 1127
EP  - 1133
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-172-2_118
DO  - 10.2991/978-94-6463-172-2_118
ID  - Wang2023
ER  -