Predicting student's performance using machine learning methods: A systematic literature review
Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …
record of academic achievements raises the institution's ranking as one of the criteria for a …
[HTML][HTML] Contributions of machine learning models towards student academic performance prediction: a systematic review
Machine learning is emerging nowadays as an important tool for decision support in many
areas of research. In the field of education, both educational organizations and students are …
areas of research. In the field of education, both educational organizations and students are …
Assessment and evaluation of different machine learning algorithms for predicting student performance
YA Alsariera, Y Baashar, G Alkawsi… - Computational …, 2022 - Wiley Online Library
Student performance is crucial to the success of tertiary institutions. Especially, academic
achievement is one of the metrics used in rating top‐quality universities. Despite the large …
achievement is one of the metrics used in rating top‐quality universities. Despite the large …
Analysis of student performance using Machine learning Algorithms
S Kour, R Kumar, M Gupta - 2021 Third International …, 2021 - ieeexplore.ieee.org
Education is a prerequisite for a prosperous and good life, and it also helps in enhancing
people's lives with meaning and excellence. Furthermore, education is viewed as a …
people's lives with meaning and excellence. Furthermore, education is viewed as a …
Student performance prediction and classification using machine learning algorithms
For a productive and a good life, education is a necessity and it improves individuals' life
with value and excellence. Also, education is considered a vital need for motivating self …
with value and excellence. Also, education is considered a vital need for motivating self …
Predicting student academic performance using machine learning
The introduction of the Internet of Things (IoT), Artificial Intelligence (AI), Machine Learning
(ML), Deep Learning (DL), and Big Data have paved the way for research focused on …
(ML), Deep Learning (DL), and Big Data have paved the way for research focused on …
[HTML][HTML] Systematic literature review on machine learning and student performance prediction: Critical gaps and possible remedies
Improving the quality, developing and implementing systems that can provide advantages to
students, and predicting students' success during the term, at the end of the term, or in the …
students, and predicting students' success during the term, at the end of the term, or in the …
Machine learning-based model for prediction of student's performance in higher education
During the pandemic time, most students are learning in online mode without any physical
interaction with a trainer. In this pandemic time, in the absence of physical interaction with …
interaction with a trainer. In this pandemic time, in the absence of physical interaction with …
Student performance assessment and prediction system using machine learning
Student Performance Analysis System is an emerging field and is very crucial to schools and
universities in helping their students and professors. Most of the pre-existing methods are …
universities in helping their students and professors. Most of the pre-existing methods are …
Machine learning algorithm for student's performance prediction
HMR Hasan, AKMSA Rabby, MT Islam… - 2019 10th …, 2019 - ieeexplore.ieee.org
Student performance prediction is very important to understand a student progress rate. It is
said thatPrevention is better than the cure'. In this Research, we are trying to find out …
said thatPrevention is better than the cure'. In this Research, we are trying to find out …