Student Performance Prediction using Machine Learning
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In this paper, a model is proposed to predict the performance of students in an academic organization. The algorithm employed is a machine learning technique called Neural Networks. Further, the importance of several different attributes, or "features" is considered, in order to determine which of these are correlated with student performance. Finally, the results of an experiment follow, showcasing the power of machine learning in such an application. Keywords— Artificial intelligence, machine learning, student performance, neural networks
[1] Sotiris Kotsiantis,et al. Assessing Supervised Machine Learning Techniques for Predicting Student Learning Preferences , 2002 .
[2] Saurabh Pal,et al. Data Mining: A prediction for performance improvement using classification , 2012, ArXiv.
[3] Erkan Er. Identifying At-Risk Students Using Machine Learning Techniques: A Case Study with IS 100 , 2012 .