This article based on the basic situation of college students' current performance management and elective guidance, introduce the knowledge of data mining, and select the association rules mining algorithm using in the analysis of students failed courses. Find the Associated factors affecting students achievement factors, and provide decision support information for educators. So promote to carry out the intervention scientifically, and improve education quality and the scientific level of University Students work.