Research and Implementation of Networked Student Management Information System in Colleges and Universities Based on Decision tree Algorithm

Authors

  • Huimin Liu
  • Wenjing Yu

DOI:

https://doi.org/10.54691/bcpbm.v50i.5582

Keywords:

Decision tree; Algorithm; Network management; Information system.

Abstract

Decision tree is one of the special methods in digital mining. Using decision tree algorithm, the relationship between model and digital can be found in massive digital, and dynamic prediction can be made accordingly. Find out the deficiencies in student information management, find valuable hidden information in the huge digital related to student information, analyze it, obtain the useful information needed, and summarize its useful rules for promoting the management and development of colleges and universities, As the basis for analysis and resolution-making and research on the direction of reform, a large amount of digital and information can be effectively used. This paper uses the decision tree algorithm commonly used in machine learning to learn knowledge from the existing student information management system, explores the knowledge information between digital, extracts useful rules from it, uses these rules to find the key factors affecting information management, and optimizes students reasonably. Information management work, so as to improve the level of education management.

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References

Zhong Min. A Preliminary Study on the Application of Resolution Tree Algorithm in University education Information System [J]. Journal of Wuhan Engineering Vocational and Technical College, 2021, 33(2):3.

Hou Haixia. Application of digital mining based on decision tree algorithm in student information system [J]. Journal of Changzhou Institute of Technology, 2019, 25(4):5.

Li Ying. Research on Information System Data Mining Based on Resolution Tree Algorithm [J]. Information Technology, 2022, 46(2):6.

Wu Shanfeng, Lu Xia. Design of sports curriculum analysis and management system based on decision tree algorithm [J]. Modern Electronic Technology, 2019, 42(3):4.

Zhou Dan, Shen Lidi. Research on the application of C4.5 decision tree construction algorithm [J]. China High-tech Enterprises, 2018(4):2.

Kuang Jihong. Research on the application of digital mining in the performance analysis of educational administration system [J]. Jilin University, 2017(3):10.

Wang Zhiruo, Hu Yunqin. Analysis and application of decision tree C4.5 algorithm in student achievement management system [J]. Electronic Production, 2019(8Z):1.

Wei Jinri, Li Xueping. Application of decision tree algorithm based on K-nearest neighbor similarity in student employment management [J]. Coastal Enterprises and Technology, 2019(4):12.

Wang Lihong. Application of decision tree algorithm in student achievement analysis [D]. Northwest Normal University, 2018(6):11.

Qi Yunfei, Li Yongqiang. Application of decision tree digital mining algorithm in student evaluation analysis [J]. Journal of Henan Vocational and Technical College, 2021, 23(5):3.

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Published

2023-09-22

How to Cite

Liu, H., & Yu, W. (2023). Research and Implementation of Networked Student Management Information System in Colleges and Universities Based on Decision tree Algorithm. BCP Business & Management, 50, 147-152. https://doi.org/10.54691/bcpbm.v50i.5582