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

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Design and Construction of Personalized Recommendation Teaching System Under Artificial Intelligence Background

Authors
Yue Liu1, *
1Shandong Institute of Commerce and Technology, Jinan, 250103, Shandong, China
*Corresponding author. Email: 578439353@qq.com
Corresponding Author
Yue Liu
Available Online 30 June 2023.
DOI
10.2991/978-94-6463-172-2_177How to use a DOI?
Keywords
artificial intelligence; personalized recommendation; collaborative filtering algorithm; Teaching system design
Abstract

Facing the problem of single teaching mode in teaching reform, this paper studies the personalized recommendation teaching system under the artificial intelligence background of sharing teaching resources to improve teaching quality and strengthen students’ autonomous learning ability. The system adopts the framework of Springboot + Vue + Mybatis to separate the front end from the back end, and MySQL 8.0.28 is selected to help manage the data. Aiming at the educational demand of information technology, this paper designs and implements a personalized recommendation teaching system under the background of artificial intelligence. This paper introduces the system structure design, the implementation process of collaborative filtering recommendation algorithm CF and other solutions.

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
10.2991/978-94-6463-172-2_177
ISSN
2589-4900
DOI
10.2991/978-94-6463-172-2_177How 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  - Yue Liu
PY  - 2023
DA  - 2023/06/30
TI  - Design and Construction of Personalized Recommendation Teaching System Under Artificial Intelligence Background
BT  - Proceedings of the 2023 4th International Conference on Education, Knowledge and Information Management (ICEKIM 2023)
PB  - Atlantis Press
SP  - 1601
EP  - 1605
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-172-2_177
DO  - 10.2991/978-94-6463-172-2_177
ID  - Liu2023
ER  -