Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)

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Application of Data Mining Technology in Personalized Curriculum Recommendation of Vocational Education Learning Platform

Authors
Zhongying Yang1, *
1Shandong Institute of Commerce and Technology, Jinan, 250002, China
*Corresponding author. Email: zhongyingy2000@163.com
Corresponding Author
Zhongying Yang
Available Online 28 August 2023.
DOI
10.2991/978-94-6463-222-4_42How to use a DOI?
Keywords
data mining; Learning; Personalized curriculum
Abstract

In order to solve the problem of personalized learning, a kind of data mining technology is proposed as a recommended application in the personalized curriculum of the vocational education learning platform. This paper uses data mining technology and learning analysis technology to build relevant models in the field of education, explore the relationship between education variables, and apply the improved association rule mining algorithm to the analysis of the relationship between course settings and course grades in the network platform, find meaningful information between courses, and then analyze the valuable knowledge, Find out the gains and losses of various aspects of teaching and the internal factors that affect students’ performance, and then provide decision support for students’ course selection, teachers’ teaching and teaching management.

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 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
28 August 2023
ISBN
10.2991/978-94-6463-222-4_42
ISSN
2589-4919
DOI
10.2991/978-94-6463-222-4_42How 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  - Zhongying Yang
PY  - 2023
DA  - 2023/08/28
TI  - Application of Data Mining Technology in Personalized Curriculum Recommendation of Vocational Education Learning Platform
BT  - Proceedings of the 2023 2nd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2023)
PB  - Atlantis Press
SP  - 390
EP  - 396
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-222-4_42
DO  - 10.2991/978-94-6463-222-4_42
ID  - Yang2023
ER  -