Classification technique and its combination with clustering and association rule mining in educational data mining—A survey
SM Dol, PM Jawandhiya - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Educational data mining (EDM) is the application of data mining in the educational field.
EDM is used to classify, analyze, and predict the students' academic performance, and …
EDM is used to classify, analyze, and predict the students' academic performance, and …
Use of data mining tools in educational data mining
SM Dol, PM Jawandhiya - 2022 Fifth International Conference …, 2022 - ieeexplore.ieee.org
Data Mining is the task of discovering the knowledge from huge amount of data. Data Mining
algorithms includes classification, clustering, association rules, regression, summarization …
algorithms includes classification, clustering, association rules, regression, summarization …
Systematic Review and Analysis of EDM for Predicting the Academic Performance of Students
SM Dol, PM Jawandhiya - Journal of The Institution of Engineers (India) …, 2024 - Springer
In education sector, two main tasks are—Analysis of students' data and predicting their
performance as it may leads to their great future. Analyzing the data obtained from …
performance as it may leads to their great future. Analyzing the data obtained from …
Big data in education: present and future
J Nayak, H Swapnarekha, AR Routray… - … Intelligence in Data …, 2022 - Springer
Any mechanism aims to formulate the existence of a human being simple and comfortable.
Big data is using to take out the important data from a huge quantity of structured and …
Big data is using to take out the important data from a huge quantity of structured and …
Data Mining Methods and Obstacles: A Comprehensive Analysis
An in-depth analysis of the challenges and developments in the data mining industry is the
aim of the study. To locate and assess relevant information on data mining approaches and …
aim of the study. To locate and assess relevant information on data mining approaches and …
Exploratory Data Analysis To Identify The Most Important Feature Of University Admission Test Criteria Using Random Forest And Neural Network Algorithm
AI Gufroni, P Purwanto, F Farikhin… - … on Informatics and …, 2021 - ieeexplore.ieee.org
The University institutions currently face challenges in conducting the admissions process to
get new students. The process must be carried out in the right way to ensure that prospective …
get new students. The process must be carried out in the right way to ensure that prospective …
Machine learning predictive model of academic achievement efficiency based on data envelopment analysis
NF Mohamad Razi, N Baharun… - Mathematical Sciences and …, 2022 - ir.uitm.edu.my
Along the way with the changes in the education landscape nowadays, the grade is not the
only determinant to predict the students' success. In the context of a student's academic …
only determinant to predict the students' success. In the context of a student's academic …