Analyzing and predicting students' performance by means of machine learning: A review

JL Rastrollo-Guerrero, JA Gómez-Pulido… - Applied sciences, 2020 - mdpi.com
Predicting students' performance is one of the most important topics for learning contexts
such as schools and universities, since it helps to design effective mechanisms that improve …

Improving prediction of student performance based on multiple feature selection approaches

C Ma, B Yao, F Ge, Y Pan, Y Guo - … on E-Education, E-Business and E …, 2017 - dl.acm.org
Recently, to provide the better education for students, there are a lot of researchers that
discover the latent characteristics of students for predicting their performance. However, few …

EMT: Ensemble meta‐based tree model for predicting student performance

A Almasri, E Celebi, RS Alkhawaldeh - Scientific Programming, 2019 - Wiley Online Library
In recent decades, predicting the performance of students in the academic field has revealed
the attention by researchers for enhancing the weaknesses and provides support for future …

Higher education-oriented recommendation algorithm for personalized learning resource

L Zhang, X Zeng, P Lv - International Journal of Emerging …, 2022 - search.proquest.com
As smart education is continuously deepened in higher education, personalized learning
resource recommendation has developed into a significant research field of smart learning …

[PDF][PDF] A multi-class support vector machine approach for students academic performance prediction

MG Asogbon, OW Samuel, MO Omisore… - International Journal of …, 2016 - ijmcr.com
To date, students' educational data is still one of the most importance resources in
institutions of higher learning. One way to achieving qualitative education standard by …

A hybrid course recommendation system by integrating collaborative filtering and artificial immune systems

PC Chang, CH Lin, MH Chen - Algorithms, 2016 - mdpi.com
This research proposes a two-stage user-based collaborative filtering process using an
artificial immune system for the prediction of student grades, along with a filter for professor …