Construction of Intelligent College Student Management Evaluation System Based on Machine Learning Algorithm

With the in-depth development of blockchain, Internet, 5G and other technologies, major universities in China have also paid attention to the application of student management systems. Relevant researchers have also made in-depth investigations in the theory and practical application of information management system. In this paper, the intelligent student management system built by machine learning algorithm is used to collect and analyze the integrated data of teaching classroom information and student information of various faculties and departments on campus, and it is verified that the student management system built by machine learning algorithm has a remarkable effect on the improvement of teaching effect. This paper aims at the design and research of the student management evaluation system, and provides strategies for the creation and improvement of the student management evaluation system with the help of SVM (support vector machines) learning model. The study compared the results of 8 experts in related fields and the use of the evaluation system in S university, which proved the stability and input of the student management system.