Building the prediction model (Predicting Students’ Final Exam Scores from their Course Activities)
The data was gathered from computer programming courses at the University of Trento in Italy and the students were required to participate in the peer-based online homework activities. The students had to write the questions and the rated their peers answer on the scale 0-5 and the students could also assess their own answers. Final exam score was the number between 18 and 30 . As the authors found, the student votes alone for the homework assignments weren't good predictiors and they decided to use additional features: amount of tasks and the difficulty level of the question. The authors used linear regression model to predict final exam score.
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Introduction (Predicting Students’ Final Exam Scores from their Course Activities)
Related Work (Predicting Students’ Final Exam Scores from their Course Activities)
Building the prediction model (Predicting Students’ Final Exam Scores from their Course Activities)
Experiments and the Results (Predicting Students’ Final Exam Scores from their Course Activities)