Advanced learning analytics in academic education: Academic performance forecasting based on an artificial neural network
AG Fayoumi, AF Hajjar - International Journal on Semantic Web and …, 2020 - igi-global.com
The integration of innovative data mining and decision-making techniques in the context of
higher education is a bold initiative towards enhanced performance. Predictive and …
higher education is a bold initiative towards enhanced performance. Predictive and …
[PDF][PDF] Student academic performance prediction using supervised learning techniques.
Automatic Student performance prediction is a crucial job due to the large volume of data in
educational databases. This job is being addressed by educational data mining (EDM) …
educational databases. This job is being addressed by educational data mining (EDM) …
[HTML][HTML] Systematic literature review on machine learning and student performance prediction: Critical gaps and possible remedies
Improving the quality, developing and implementing systems that can provide advantages to
students, and predicting students' success during the term, at the end of the term, or in the …
students, and predicting students' success during the term, at the end of the term, or in the …
A study of academic performance of business school graduates using neural network and statistical techniques
M Paliwal, UA Kumar - Expert Systems with Applications, 2009 - Elsevier
Over the past several years, there is tremendous increase in the number of applicants to
business schools and hence adequately measuring the potential of these students with …
business schools and hence adequately measuring the potential of these students with …
[HTML][HTML] Proposed artificial intelligence algorithm and deep learning techniques for development of higher education
A Al Ka'bi - International Journal of Intelligent Networks, 2023 - Elsevier
Artificial intelligence (AI) has been increasingly impacting various aspects of our daily lives,
including education. With the rise of digital technologies, higher education has also been …
including education. With the rise of digital technologies, higher education has also been …
Student performance prediction and classification using machine learning algorithms
For a productive and a good life, education is a necessity and it improves individuals' life
with value and excellence. Also, education is considered a vital need for motivating self …
with value and excellence. Also, education is considered a vital need for motivating self …
[HTML][HTML] An artificial intelligence approach to monitor student performance and devise preventive measures
A major problem an instructor experiences is the systematic monitoring of students'
academic progress in a course. The moment the students, with unsatisfactory academic …
academic progress in a course. The moment the students, with unsatisfactory academic …
Predicting student academic performance at higher education using data mining: A systematic review
Recently, educational institutions faced many challenges. One of these challenges is the
huge amount of educational data that can be used to discover new insights that have a …
huge amount of educational data that can be used to discover new insights that have a …
[PDF][PDF] Supervised data mining approach for predicting student performance
Data mining approach has been successfully implemented in higher education and emerge
as an interesting area in educational data mining research. The approach is intended for …
as an interesting area in educational data mining research. The approach is intended for …
Predicting students' final performance using artificial neural networks
Artificial Intelligence (AI) is based on algorithms that allow machines to make decisions for
humans. This technology enhances the users' experience in various ways. Several studies …
humans. This technology enhances the users' experience in various ways. Several studies …