Data Mining Techniques for Student Performance Prediction: A Review
M Abu, SNM Razali, NNA Rasli, NH Alilah - From Industry 4.0 to Industry …, 2023 - Springer
Academic performance of the student in higher education are among of the important data
for educators and employers in this new era. The issue to analyse a large number of data …
for educators and employers in this new era. The issue to analyse a large number of data …
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 …
A comparative study of machine learning algorithms for virtual learning environment performance prediction
Virtual learning environment is becoming an increasingly popular study option for students
from diverse cultural and socioeconomic backgrounds around the world. Although this …
from diverse cultural and socioeconomic backgrounds around the world. Although this …
Ethical Imperatives and Challenges: Review of the Use of Machine Learning for Predictive Analytics in Higher Education
E Barnes, J Hutson, K Perry - International …, 2024 - digitalcommons.lindenwood.edu
The escalating integration of machine learning (ML) in higher education necessitates a
critical examination of its ethical implications. This article conducts a comprehensive review …
critical examination of its ethical implications. This article conducts a comprehensive review …
Elevating Student Performance Prediction using Extra-Trees Classifier and Meta-Heuristic Optimization Algorithms.
Y Li, M He - … Journal of Advanced Computer Science & …, 2024 - search.ebscohost.com
In the highly competitive landscape of academia, the study addresses the multifaceted
challenge of analyzing voluminous and diverse educational datasets through the application …
challenge of analyzing voluminous and diverse educational datasets through the application …
Integrated Model for Asynchronous Learning and Predictive Analytics for Enhanced Learner Experience
Organizations of every size and industry are embracing data analytics to extract insightful
information from the data with the goal of enhancing decision-making, boosting productivity …
information from the data with the goal of enhancing decision-making, boosting productivity …
Efficiency of Hybrid Decision Tree Algorithms in Evaluating the Academic Performance of Students.
Y Xie - International Journal of Advanced Computer Science …, 2024 - search.ebscohost.com
Educational institutions are anticipated to take substantial and proactive roles in
guaranteeing students' successful program completion. Academic performance is …
guaranteeing students' successful program completion. Academic performance is …
Unlocking Potential: Predicting Student Entrepreneurship Performance Through Small Dataset Modelling
I Tahyudin, M Dianingrum, K Indartono… - 2023 IEEE 7th …, 2023 - ieeexplore.ieee.org
The role of colleges as educational institutions and knowledge centers significantly
influences young people's entrepreneurship development. One of the college's efforts is a …
influences young people's entrepreneurship development. One of the college's efforts is a …
Identifying Key Learning Algorithm Parameter of Forward Feature Selection to Integrate with Ensemble Learning for Customer Churn Prediction
S Tasneem, M Younas, Q Shafiq - VFAST Transactions on Software …, 2024 - vfast.org
The Telecommunication has been facing fierce growth of customer data and competition in
the market for a couple of decades. Due to this situation, an analytical strategy of proactive …
the market for a couple of decades. Due to this situation, an analytical strategy of proactive …
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 …