Educational Data Mining Techniques for Detecting Undesirable Students’ Behaviors and Predicting Students’ Performance: A Comparative Study

2021 ◽  
pp. 163-170
Author(s):  
Imane El Mourabit ◽  
Said Jai-Andaloussi ◽  
Noreddine Abghour
Keyword(s):  
Data Mining ◽  
Comparative Study ◽  
Educational Data Mining ◽  
Data Mining Techniques

Data Mining Techniques for Software Effort Estimation: A Comparative Study

2012 ◽  
Vol 38 (2) ◽  
pp. 375-397 ◽  
Author(s):  
Karel Dejaeger ◽  
Wouter Verbeke ◽  
David Martens ◽  
Bart Baesens
Keyword(s):  
Data Mining ◽  
Comparative Study ◽  
Effort Estimation ◽  
Software Effort Estimation ◽  
Data Mining Techniques

A Systematic Review About Prediction of Academic Behavior Through Data Mining Techniques

2020 ◽  
Vol 17 (11) ◽  
pp. 5162-5166
Author(s):  
Puninder Kaur ◽  
Amandeep Kaur ◽  
Rajwinder Kaur
Keyword(s):  
Systematic Review ◽  
Data Mining ◽  
Data Analysis ◽  
Educational Data Mining ◽  
Prediction Methods ◽  
Time Data ◽  
Academic Behavior ◽  
Data Mining Techniques ◽  
Real Time Data ◽  
Extract Information

In the IT world, predicting the academic performance of the huge student population poses a big challenge. Educational data mining techniques significantly contribute in providing solution to this problem. There are several prediction methods available for data classification and clustering, to extract information and provide accurate results. In this paper, different prediction methodologies are highlighted for the prediction of real-time data analysis of dynamic academic behavior of the students. The main focus is to provide brief knowledge about all data mining techniques and highlight dissimilarities among various methods in order to provide the best results for the students.

Mining Learners’ Behaviors: An Approach Based on Educational Data Mining Techniques

2020 ◽  
pp. 655-670 ◽  
Author(s):  
Ouafae El Aissaoui ◽  
Yasser El Alami El Madani ◽  
Lahcen Oughdir ◽  
Ahmed Dakkak ◽  
Youssouf El Allioui
Keyword(s):  
Data Mining ◽  
Educational Data Mining ◽  
Data Mining Techniques
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