SYSTEM FOR PREDICTING STUDENT PERFORMANCE USING ARTIFICIAL NEURAL NETWORK

SYSTEM FOR PREDICTING STUDENT PERFORMANCE USING ARTIFICIAL NEURAL NETWORK

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SYSTEM FOR PREDICTING STUDENT PERFORMANCE USING ARTIFICIAL NEURAL NETWORK - CodeMint Mint for Sale
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ABSTRACT
Artificial intelligence has enabled the development of more sophisticated and more efficient student models which represent and detect a broader range of student behavior than was previously possible. In this research, the implementation of a user-friendly software tool for predicting the students’ performance in course which is based on a neural network classifier will be made. This tool has a simple interface and can be used by an educator for classifying students and distinguishing students with low achievements or weak students who are likely to have low achievements. The observed poor quality of graduates of students of this institution in recent times has been partly traced to inadequacies of some or most of the lecturer in the University which goes down to ability to handle the students. In this study an Artificial Neural Network (ANN) model, for predicting the likely performance of student will be developed and tested. The system will be developed and trained using data spanning five generations of graduates from one of the department in the school. The use of artificial intelligence has enabled the development of more sophisticated and more efficient student models which represent and detect a broader range of student behaviour than was previously possible.
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