A Relative Analysis of Data Mining Approaches for Student's Academics Performance Prediction

S Kumar, B Ahuja - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Data is exploding as a result of technological innovation. Consequently, there has been a
perceived need for enhanced analytical tools that can aid in the extraction of pertinent data …

Using educational data mining techniques to predict student performance

B Al Breiki, N Zaki, EA Mohamed - … International Conference on …, 2019 - ieeexplore.ieee.org
Educational Data Mining (EDM) involves the extraction of concepts and similar useful
information from data sets that store information about academic work. EDM incorporates a …

[PDF][PDF] Computational Prediction Algorithms and Tools Used in Educational Data Mining: A Review

AK AL-Mashanji, AH Hamza, LH Alhasnawy - Journal of University of …, 2023 - iasj.net
Abstract In recent days, a wide variety of tools have appeared for performing educational
data mining (EDM). The current education systems show that there are several factors …

Educational Data Mining tools and Techniques used for Prediction of Student's Performance: A Study

A Dhankhar, K Solanki - 2022 10th International Conference …, 2022 - ieeexplore.ieee.org
In the digital era, enormous amounts of data have been generated in education that has led
to data driven approaches which in turn help effective decision making. Educational data …

A Comprehensive Assessment on Predictive Analytics using Data Mining Techniques

B Vaidehi, K Arunesh - 2022 3rd International Conference on …, 2022 - ieeexplore.ieee.org
Educational Data Mining is a fast emerging multidisciplinary field that reveals unexpected
patterns in educational organizations. Considering the issues and demanding situations …

Predicting students performance using educational data mining and learning analytics: A systematic literature review

A Dhankhar, K Solanki, S Dalal, Omdev - Innovative Data Communication …, 2021 - Springer
With technological advancement, data is proliferating. Therefore, a need has been felt for
advanced analytic techniques, which can help in extracting useful information, patterns, and …

Model for Prediction of Student Grades using Data Mining Algorithms

KS Al Shibli, ASS Al Abri, L Sunny, N Ishwar… - European Journal of …, 2022 - ej-compute.org
There has been a rapid growth in the educational domain since education has become an
important need. Data is collected in this domain which can be put to meaningful use to …

[PDF][PDF] A systematic literature review on student performance predictions

H Nawang, M Makhtar, WM Hamzah - International Journal of …, 2021 - researchgate.net
Prediction of student performance in educational institutions is a major topic of debate
among researchers in efforts to improve teaching and learning. Effective prediction …

Machine Learning Techniques for Predicting Student Performance

R Deshmukh, A Kulkarni, A Kumthekar… - Mathematical …, 2022 - philstat.org
Predicting pupils' performance has become increasingly tough because of enormous data.
Recently, there has been a lack of a framework to examine and monitor student growth and …

[PDF][PDF] Students performance prediction through educational data mining-An uncomplicated review

VS Durga, J Thangakumar - International Research Journal of …, 2019 - academia.edu
Educational Data mining (EDM) is a new active research area. It focuses on applying data
mining methods to the educational dataset to discover useful information. One of the most …