Using data mining to predict instructor performance

AM Ahmed, A Rizaner, AH Ulusoy - Procedia Computer Science, 2016 - Elsevier
During these decades, data mining has become one of the effective tools for data analysis
and knowledge management system, so that there are many areas which adapted data …

Teachers' performance evaluation in higher educational institution using data mining technique

MO Asanbe, AO Osofisan, WF William - International Journal of Applied …, 2016 - ijais.org
Abstract Educational Data Mining (EDM) is an evolving field exploring pedagogical data by
applying different machine learning techniques/tools. It can be considered as …

[引用][C] Ranking of influencing factors in predicting students' academic performance

LS Affendey, IHM Paris, N Mustapha, MN Sulaiman… - Information Technology …, 2010

Student performance prediction using multi-layers artificial neural networks: A case study on educational data mining

S Altaf, W Soomro, MIM Rawi - Proceedings of the 2019 3rd International …, 2019 - dl.acm.org
In recent years, Neural Network (NN) has seen widespread and successful implementations
in a wide range of data mining applications, often surpassing other classifiers. This study …

[HTML][HTML] Predicting academic performance using an efficient model based on fusion of classifiers

A Siddique, A Jan, F Majeed, AI Qahmash, NN Quadri… - Applied Sciences, 2021 - mdpi.com
In the past few years, educational data mining (EDM) has attracted the attention of
researchers to enhance the quality of education. Predicting student academic performance …

[PDF][PDF] Comparative analysis of decision tree classification algorithms

A Priyam, GR Abhijeeta, A Rathee… - International Journal of …, 2013 - academia.edu
At the present time, the amount of data stored in educational database is increasing swiftly.
These databases contain hidden information for improvement of student's performance …