Transforming educational insights: Strategic integration of federated learning for enhanced prediction of student learning outcomes
Numerous educational institutions utilize data mining techniques to manage student
records, particularly those related to academic achievements, which are essential in …
records, particularly those related to academic achievements, which are essential in …
Predictive analytics for university student admission: a literature review
This paper presents a literature review on the use of learning analytics to support prediction
in university student admission. The review covers four areas: types of research issues …
in university student admission. The review covers four areas: types of research issues …
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 …
[PDF][PDF] Critical Review of Stack Ensemble Classifier for the Prediction of Young Adults' Voting Patterns Based on Parents' Political Affiliations
G Elo, B Ghansah, EK Kwaa-Aidoo - Informing Science: The International …, 2024 - inform.nu
ABSTRACT Aim/Purpose This review paper aims to unveil some underlying machine-
learning classification algorithms used for political election predictions and how stack …
learning classification algorithms used for political election predictions and how stack …
[HTML][HTML] Predicting the Strength Performance of Hydrated-Lime Activated Rice Husk Ash-Treated Soil Using Two Grey-Box Machine Learning Models
Geotechnical engineering relies heavily on predicting soil strength to ensure safe and
efficient construction projects. This paper presents a study on the accurate prediction of soil …
efficient construction projects. This paper presents a study on the accurate prediction of soil …
Prediction of At-Risk Students Using Learning Analytics: A Literature Review
Early identification of at-risk students has been recognised as being of the utmost
importance for the provision of timely support. Despite the prevalent use of learning analytics …
importance for the provision of timely support. Despite the prevalent use of learning analytics …
Evaluation of Random Forest and Support Vector Machine Models in Educational Data Mining
The computer science field has witnessed the popularity of machine learning (ML) in
discriminating low achieving and high-achieving students. However, various ML methods …
discriminating low achieving and high-achieving students. However, various ML methods …
Prediction of Academic Success in a Biomedical Sciences Program via a General Knowledge Anatomy Quiz
LH Godfrey, EL Ausel - Medical Science Educator, 2024 - Springer
This communication outlines the use of a General Knowledge Quiz (GKQ) in predicting
academic success in higher education. Students' scores from the GKQ, completed at the …
academic success in higher education. Students' scores from the GKQ, completed at the …
Analysis of the Factors Influencing the Predictive Learning Performance Using Federated Learning
Numerous educational institutions utilize data mining techniques to manage student
records, particularly those related to academic achievements, which are essential in …
records, particularly those related to academic achievements, which are essential in …
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 …