[引用][C] Ranking of influencing factors in predicting students' academic performance
LS Affendey, IHM Paris, N Mustapha, MN Sulaiman… - Information Technology …, 2010
[PDF][PDF] Developing web-based support systems for predicting poor-performing students using educational data mining techniques
P Sokkhey, T Okazaki - International Journal of Advanced …, 2020 - pdfs.semanticscholar.org
The primary goal of educational systems is to enrich the quality of education by maximizing
the best results and minimizing the failure rate of poor-performing students. Early predicting …
the best results and minimizing the failure rate of poor-performing students. Early predicting …
Mining educational data to analyze students' performance
BK Baradwaj, S Pal - arXiv preprint arXiv:1201.3417, 2012 - arxiv.org
The main objective of higher education institutions is to provide quality education to its
students. One way to achieve highest level of quality in higher education system is by …
students. One way to achieve highest level of quality in higher education system is by …
Mining student information system records to predict students' academic performance
Abstract Educational Data Mining (EDM) is an emerging field that is concerned with mining
and exploring the useful patterns in educational data. The main objective of this study is to …
and exploring the useful patterns in educational data. The main objective of this study is to …
Factors affecting students' performance in higher education: a systematic review of predictive data mining techniques
Predicting the students' performance has become a challenging task due to the increasing
amount of data in educational systems. In keeping with this, identifying the factors affecting …
amount of data in educational systems. In keeping with this, identifying the factors affecting …
Analysis of educational data mining using classification
C Jalota, R Agrawal - … on Machine Learning, Big Data, Cloud …, 2019 - ieeexplore.ieee.org
Higher education institutions are often very curious to know about the success rate of the
students throughout their study. For this reason, they need to use several methods like …
students throughout their study. For this reason, they need to use several methods like …
Student academic performance prediction model using decision tree and fuzzy genetic algorithm
H Hamsa, S Indiradevi, JJ Kizhakkethottam - Procedia Technology, 2016 - Elsevier
The research on the educational field that involves Data Mining techniques is rapidly
increasing. Applying Data Mining techniques in an educational background are known as …
increasing. Applying Data Mining techniques in an educational background are known as …
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 …
[PDF][PDF] Predicting student performance: a statistical and data mining approach
Predicting the performance of a student is a great concern to the higher education
managements. The scope of this paper is to identify the factors influencing the performance …
managements. The scope of this paper is to identify the factors influencing the performance …