[HTML][HTML] A systematic review of the literature on machine learning application of determining the attributes influencing academic performance
Academic institutions operate in an extremely demanding and competitive environment.
Some difficulties confronting most schools are delivering high-quality education to the …
Some difficulties confronting most schools are delivering high-quality education to the …
[HTML][HTML] Student course grade prediction using the random forest algorithm: Analysis of predictors' importance
Background Universities need to find strategies for improving student retention rates.
Predicting student academic performance enables institutions to identify underachievers …
Predicting student academic performance enables institutions to identify underachievers …
How machine learning (ml) is transforming higher education: A systematic literature review
In the last decade, artificial intelligence (AI), machine learning (ML) and learning data
analytics have been introduced with great effect in the field of higher education. However …
analytics have been introduced with great effect in the field of higher education. However …
[HTML][HTML] The Power of Deep Learning Techniques for Predicting Student Performance in Virtual Learning Environments: A Systematic Literature Review
With the advances in Artificial Intelligence (AI) and the increasing volume of online
educational data, Deep Learning techniques have played a critical role in predicting student …
educational data, Deep Learning techniques have played a critical role in predicting student …
Predicting the impact of internet usage on students' academic performance using machine learning techniques in Bangladesh perspective
Education systems have significantly changed with the emergence of the internet. It has a
significant impact on how students learn things. Nevertheless, its impact can also be …
significant impact on how students learn things. Nevertheless, its impact can also be …
Predicting Student Performance in a Programming Tutoring System Using AI and Filtering Techniques
M Ilic, G Kekovic, V Mikic, K Mangaroska… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In recent years, there has been an increasing trend of utilizing artificial intelligence (AI)
methodologies over traditional statistical methods for predicting student performance in …
methodologies over traditional statistical methods for predicting student performance in …
[PDF][PDF] Comparative analysis of classification algorithm evaluations to predict secondary school students' achievement in core and elective subjects
Many researchers in educational data mining (EDM) have explored various machine
learning techniques in order to predict students' performance. However, the most daunting …
learning techniques in order to predict students' performance. However, the most daunting …
Predicting Student Grade Point Average: Comparison of Machine Learning Regression Algorithms
EA Mohammed, M Abou Naaj… - … Arab Conference on …, 2023 - ieeexplore.ieee.org
Education data mining has emerged as a powerful technique for uncovering hidden patterns
in educational data, forecasting academic achievement, and increasing retention rates. In …
in educational data, forecasting academic achievement, and increasing retention rates. In …
[HTML][HTML] Explaining Factors of Student Attrition at Higher Education
The examination of student attrition within higher education is a dynamic field that seeks to
tackle the complex task of preventing dropout occurrences and formulating effective …
tackle the complex task of preventing dropout occurrences and formulating effective …
[PDF][PDF] Deep Learning Techniques for Predicting Student's Academic Performance on Virtual Learning Environments: A Review
B Alnasyan, M Basheri, M Alassafi - 2024 - scholar.archive.org
Abstract With advances in Artificial Intelligence (AI) and the increasing volume of online
educational data, Deep Learning techniques have played a critical role in predicting …
educational data, Deep Learning techniques have played a critical role in predicting …