Students' Performance Prediction in Higher Education Using Multi-Agent Framework-Based Distributed Data Mining Approach: A Review

M Nazir, A Noraziah, M Rahmah - International Journal of Virtual and …, 2023 - igi-global.com
An effective educational program warrants the inclusion of an innovative construction that
enhances the higher education efficacy in such a way that accelerates the achievement of …

[PDF][PDF] A Review of Educational Data Mining in Higher Education System.

T Thilagaraj, N Sengottaiyan - RICE, 2017 - annals-csis.org
The discovery of hidden patterns in educational data is a promising research in Educational
Data Mining. The students achievement rate were reduced continuously is the major …

Investigation on association of self-esteem and students' performance in academics

MA Jayanthi, RL Kumar… - International Journal of …, 2018 - inderscienceonline.com
Educationalists have formulated a taxonomy called Bloom's taxonomy. It states that during
education a student progresses not only in knowledge (cognitive), but also in emotions …

Research contemplate on educational data mining

MA Jayanthi, RL Kumar, A Surendran… - … on Advances in …, 2016 - ieeexplore.ieee.org
Educational Data mining is a varied subject and unwary research field which are supposed
taken care of the tremendous data which are arising in the educational field. The exploring …

Discovery of contextual factors using clustering

SS Bhaskaran - Multimedia Tools and Applications, 2024 - Springer
Abstract The Knowledge Discovery and Data Mining (KDDM) is a growing field of study
argued to be very useful in discovering knowledge hidden in large datasets. KDDM …

Data mining and it's application in EDM domain

M Chaturvedi - … on Intelligent Computing and Control Systems …, 2017 - ieeexplore.ieee.org
Educational Data Mining is an emerging domain in the field of data mining and has been
found of utmost importance because of its significance in predicting student dropout or the …

[HTML][HTML] Master course selection prediction model using modify hybrid neuro-fuzzy inference system

PS Patel, J Undavia, D Bhatti - Proceedings of International Joint …, 2022 - researchgate.net
Many of the students have completed their graduation, but they are not sure of their future
course that will lead them to a good career as a professional. They are mystified or do not …

[PDF][PDF] An Enhanced Multiple Classfier System for Predicting Students' Academic Outcome

AZ Jibril, UA Bello, AFD Kana - researchgate.net
Data-driven decision support approaches have been increasingly employed in recent years
to unveil purposeful task-oriented patterns from accumulated students' academic records …

[PDF][PDF] A Review of Educational Data Mining in Higher Education System

B Kaur - ijrar.com
The quality of education directly influences a nation's financial system and various
industries, highlighting the importance of assessing and enhancing student performance in …

Placements Probability Predictor Using Data-Mining Techniques

PN Railkar, P Parkhe, N Verma, S Joshi… - … Machine Learning for …, 2019 - taylorfrancis.com
The practice that examines huge datasets to find new information, new trends, and hidden
patterns is called data mining. A decision tree is made by analyzing these patterns which …