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 …

Predicting academic performance of students using a hybrid data mining approach

BK Francis, SS Babu - Journal of medical systems, 2019 - Springer
Data mining offers strong techniques for different sectors involving education. In the
education field the research is developing rapidly increasing due to huge number of …

Educational data mining to predict students' academic performance: A survey study

S Batool, J Rashid, MW Nisar, J Kim, HY Kwon… - Education and …, 2023 - Springer
Educational data mining is an emerging interdisciplinary research area involving both
education and informatics. It has become an imperative research area due to many …

[HTML][HTML] Analysis of machine learning strategies for prediction of passing undergraduate admission test

MAA Walid, SMM Ahmed, M Zeyad, SMS Galib… - International Journal of …, 2022 - Elsevier
This article primarily focuses on understanding the reasons behind the failure of
undergraduate admission seekers using different machine learning (ML) strategies. An …

A practical model for educators to predict student performance in K-12 education using machine learning

JL Harvey, SAP Kumar - 2019 IEEE symposium series on …, 2019 - ieeexplore.ieee.org
Predicting classifiers can be used to analyze data in K-12 education. Creating a
classification model to accurately identify factors affecting student performance can be …

Students performance prediction using KNN and Naïve Bayesian

IAA Amra, AYA Maghari - 2017 8th international conference on …, 2017 - ieeexplore.ieee.org
Data mining techniques is rapidly increasing in the research of educational domains.
Educational data mining aims to discover hidden knowledge and patterns about student …

Student academic performance prediction by using decision tree algorithm

R Hasan, S Palaniappan, ARA Raziff… - … on computer and …, 2018 - ieeexplore.ieee.org
This work explores student's academic performance using decision tree algorithm having
parameters like Student's Academic Information and Students Activity. We collected records …

[HTML][HTML] Predicción del rendimiento académico por medio de técnicas de inteligencia artificial

OD Castrillón, W Sarache, S Ruiz-Herrera - Formación universitaria, 2020 - SciELO Chile
El objetivo de este artículo es predecir el rendimiento académico de estudiantes de
educación superior, a partir de diversos factores influyentes usando técnicas de inteligencia …

[HTML][HTML] Thai fake news detection based on information retrieval, natural language processing and machine learning

P Meesad - SN Computer Science, 2021 - Springer
Fake news is a big problem in every society. Fake news must be detected and its sharing
should be stopped before it causes further damage to the country. Spotting fake news is …

[HTML][HTML] Decision tree learning through a predictive model for student academic performance in intelligent m-learning environments

V Matzavela, E Alepis - Computers and Education: Artificial Intelligence, 2021 - Elsevier
In the area of machine learning and data science, decision tree learning is considered as
one of the most popular classification techniques. Therefore, a decision tree algorithm …