Academic Failure at University and Data Processing Methods Based on Decision Trees and Neural Networks: Research Methodology

College Failure, Work Methodology, Data Processing, Decision Tree, Artificial Neural Networks.

Authors

  • Smail ADMEUR Computer Science and Systems Engineering Laboratory, Faculty of Sciences Tetouan, University Abdelmalek Essaadi Tetouan, Morocco
  • Hicham ATTARIUAS Computer Science and Systems Engineering Laboratory, Faculty of Sciences Tetouan, University Abdelmalek Essaadi Tetouan, Morocco
October 27, 2021

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For a long time, academic failure among university students sparked heated controversy. Many educational psychologists try to figure it out and then explain it. Statisticians have tried to predict it. Our research (article) aims to classify students into several categories, as well as to use the decision tree and artificial neural networks to classify first-year students and identify variables that may explain the problem.