Elective Courses Recommendation and Occupational Tendency Research Based on Information and Course Grades of College Students

摘要

In this paper, based on the information and the course grades of college students, it uses SVM algorithm to analyze the curriculum and occupational preference of all students and give the evaluation results. It proposes to analyze the overall distribution of curriculum and occupational orientation of students under the several influencing factors. It recommends more appropriate elective courses and more suitable employment direction for college students. The results of statistical analysis can provide foundation for teaching reform and curriculum reform, and also provide data basis for the formulation of enrollment plan. At the same time, it proposes to use expert system to generate occupational tendency assessment results of students automatically. Finally, it constructs the PPI control model for the enrollment plan.