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Volume 10,Issue 8

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30 June 2025
Intelligent Educational Administration Management System Based on Data Mining Technology
Xiaofei Yang
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1 Police Skills and Tactics Training Department, Criminal Investigation Police University of China, Shenyang 110035, Liaoning, China,
JCER 2025 , 9(6), 123–128; https://doi.org/10.26689/jcer.v9i6.10901
© 2025 by the Authors. Licensee Whioce Publishing, Singapore. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC BY-NC 4.0) ( https://creativecommons.org/licenses/by-nc/4.0/ )
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Abstract

With the gradual acceleration of information construction in colleges and universities, digital campus and smart campus have gradually become important means for colleges and universities to scientifically manage the campus. They have been applied to teaching, scientific research, student management, and other fields, improving the quality and efficiency of management. This paper mainly studies the intelligent educational administration management system based on data mining technology. Firstly, this paper introduces the application process of data mining technology, and builds an intelligent educational administration management system based on data mining technology. Then, this paper optimizes the application of the Apriori algorithm in educational administration management through transaction compression and frequent sampling. Compared with the traditional Apriori algorithm, the optimized Apriori algorithm in this paper has a shorter execution time under the same minimum support.

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