Improving Course Success Prediction using ABET Course Outcomes and Grades

  title={Improving Course Success Prediction using ABET Course Outcomes and Grades},
  author={Muzaffer Ege Alper and Zehra Cataltepe},
Modeling and prediction of student success is a critical task in education. In this paper, we employ machine learning methods to predict course grade performance of Computer Engineering students. As features, in addition to the conventional course grades we use fine grained student performance measurements corresponding to different goals (ABET outcomes) of a course. We observe that, compared to using only previous course grades, addition of outcome grades can significantly improve the… CONTINUE READING

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
2 Extracted Citations
22 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-2 of 2 extracted citations

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 22 references

Similar Papers

Loading similar papers…