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The Learning Platform System of Theory and Education Based on Association Rule Learning Algorithm

Xiaojuan Chen
School of Marxism, Chongqing Vocational College of Transportation Chongqing, 402247,China

Abstract: Integrating the traditional advantages of promoting theory and education courses and information technology is necessary for educational development. Achieving true Ã¢â‚¬Å“teaching based on individual differencesÃ¢â‚¬Â requires the scientific application of educational big data. This paper uses association rule mining technology to start from the demand for student task point learning management in the current personalized learning platform system. It analyzes the current status and research trends of personalized learning and association rules. Then, it discusses the principles, advantages and disadvantages of the classic Apriori algorithm and proposes an improved algorithm. Finally, the feasibility and actual effects of the algorithm are verified through simulations on the learning platform system, providing certain assistance for future research on theory and educational courses.

Keywords: Association Rule Learning Algorithm, Data Mining, Education, Marxist Theory, Learning Platform System The Learning Platform System of Theory and Education Based on Association Rule Learning Algorithm

DOI:https://doi.org/10.6025/jitr/2024/15/1/7-13

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References:

[1] Mao, C., Wang, Q., Feng, K., et al. (2021). Research on the Mechanism of Multi-resource Mapping Matching and Transmission of Road System Based on Meme Theory. Journal of Physics: Conference Series, 1838(1), 01-20.
[2] Zhang, H., Padua, S. A., Li, Y. (2021). Research on the Design of Preschool Education Management Information System Based on Computer Technology. Journal of Physics Conference Series, 1915(2), 02-03.
[3] Xu, J. (2022). Research of Online Courses Construction Based on the Theory of Interaction. Journal of Higher Education Research, 3(1), 26-28.
[4] Jianhua, W., Yuanrui, Z.,Jianbin, Z. (2021). Research on Ideological and Political Education of Ecommerce Course for Marketing Major. Education Study, 3(1), 50-54.
[5] Nakabayashi, K., Morimoto, Y. (2023). Design and Implementation of a Distributed MultiPlatform Learning Environment Based on an Extensible Learning Support System Architecture. Transactions of Japanese Society for Information and Systems in Education, 40(1), 28-41.
[6] Li, H., Dong, X. (2022). Construction of Online Ideological and Political Education Platform Based on Artificial Intelligence Technology. In International Conference on E-Learning, EEducation, and Online Training (pp. 129-144). Cham: Springer Nature Switzerland.
[7] Zhang, Y. (2021). Research on Ideological and Political Education of College Students from the Perspective of System Theory. Frontier of Higher Education, 2(2), 1-17.
[8] An, N., Wang, J., Wang, H. (2018). Research and Practice on Innovative Methods of Ideological and Political Education for College Students Based on Internet of Things+ Technologies. Educational Sciences: Theory & Practice, 18(5).
[9] Wang, Y. (2020). Analysis on the Construction of Ideological and Political Education System for College Students Based on Mobile Artificial Intelligence Terminal. Soft Computing, 24(11), 8365- 8375.
[10] Wu, X. (2022). Research on the Reform of Ideological and Political Teaching Evaluation Method of College English Course Based on “Online and Offline” Teaching. Journal of Higher Education Research, 3(1), 87-90.

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