[HTML][HTML] Student performance analysis and prediction in classroom learning: A review of educational data mining studies

A Khan, SK Ghosh - Education and information technologies, 2021 - Springer
Student performance modelling is one of the challenging and popular research topics in
educational data mining (EDM). Multiple factors influence the performance in non-linear …

A survey on educational data mining methods used for predicting students' performance

W Xiao, P Ji, J Hu - Engineering Reports, 2022 - Wiley Online Library
Predicting students' performance is one of the most important issues in educational data
mining (EDM), which has received more and more attention. By predicting students' …

[PDF][PDF] Supervised data mining approach for predicting student performance

WFW Yaacob, SAM Nasir, WFW Yaacob… - Indones. J. Electr. Eng …, 2019 - researchgate.net
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 …

Predicting student academic performance at higher education using data mining: A systematic review

SA Alwarthan, N Aslam, IU Khan - … Intelligence and Soft …, 2022 - Wiley Online Library
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 …

[PDF][PDF] Classification model of prediction for placement of students

AK Pal, S Pal - International Journal of Modern Education and …, 2013 - academia.edu
Data mining methodology can analyze relevant information results and produce different
perspectives to understand more about the students' activities. When designing an …

[PDF][PDF] A Comparative study of predicting student's performance by use of data mining techniques

A Ashraf, S Anwer, MG Khan - American Scientific Research …, 2018 - researchgate.net
Educational systems need innovative ways to improve quality of education to achieve the
best results and decrease the failure rate. Educational Data Mining (EDM) has boomed in …

A decision support system for predicting students' performance

I Livieris, T Mikropoulos, P Pintelas - Themes in Science and …, 2016 - learntechlib.org
Educational data mining is an emerging research field concerned with developing methods
for exploring the unique types of data that come from educational context. These data allow …

Using educational data mining techniques to increase the prediction accuracy of student academic performance

G Ramaswami, T Susnjak, A Mathrani, J Lim… - Information and …, 2019 - emerald.com
Purpose This paper aims to evaluate educational data mining methods to increase the
predictive accuracy of student academic performance for a university course setting. Student …

[PDF][PDF] Student's performance prediction using deep learning and data mining methods

J Sultana, MU Rani, MAH Farquad - Int. J. Recent Technol. Eng, 2019 - researchgate.net
Educational organizations are unique and play utmost significant role for the development of
any country. As Education transforms the lives of individuals, families, communities …

[HTML][HTML] Towards developing hybrid educational data mining model (HEDM) for efficient and accurate student performance evaluation

VG Karthikeyan, P Thangaraj, S Karthik - Soft Computing, 2020 - Springer
Many educational institutions use data mining for maintaining the student records,
specifically academic performances, which are more significant. The academic …