[HTML][HTML] Artificial intelligence in education: A systematic literature review
S Wang, F Wang, Z Zhu, J Wang, T Tran… - Expert Systems with …, 2024 - Elsevier
Artificial intelligence (AI) in education (AIED) has evolved into a substantial body of literature
with diverse perspectives. In this review paper, we seek insights into three critical …
with diverse perspectives. In this review paper, we seek insights into three critical …
Predicting and comparing students' online and offline academic performance using machine learning algorithms
B Holicza, A Kiss - Behavioral Sciences, 2023 - mdpi.com
Due to COVID-19, the researching of educational data and the improvement of related
systems have become increasingly important in recent years. Educational institutions seek …
systems have become increasingly important in recent years. Educational institutions seek …
Leverage Learning Behaviour Data for Students' Learning Performance Prediction and Influence Factor Analysis
Q Ni, Y Zhu, L Zhang, X Lu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Online education has become increasingly significant for university students and faculty,
especially in the context of the modern remote education landscape. However, the inherent …
especially in the context of the modern remote education landscape. However, the inherent …
Feature optimization and machine learning for predicting students' academic performance in higher education institutions
A Perkash, Q Shaheen, R Saleem, F Rustam… - Education and …, 2024 - Springer
Develo** tools to support students, educators, intuitions, and government in the
educational environment has become an important task to improve the quality of education …
educational environment has become an important task to improve the quality of education …
Predicting Student Performance in a Programming Tutoring System Using AI and Filtering Techniques
In recent years, there has been an increasing trend of utilizing artificial intelligence (AI)
methodologies over traditional statistical methods for predicting student performance in e …
methodologies over traditional statistical methods for predicting student performance in e …
A Digital Recommendation System for Personalized Learning to Enhance Online Education: A Review
This review delves into using e-learning technology and personalized recommendation
systems in education. It examines 60 articles from prominent databases and identifies the …
systems in education. It examines 60 articles from prominent databases and identifies the …
Predicting the pharmaceutical needs of hospitals using machine learning algorithms
People's lives are always threatened by various diseases. The role of health and medical
services, in particular medicine, is undeniable in protecting their lives. Timely preparation …
services, in particular medicine, is undeniable in protecting their lives. Timely preparation …
Personalized Guidance for Moroccan Students: An Approach Based on Machine Learning and Big Data.
Hel** Moroccan students choose their high school presents significant challenges
influenced by a variety of factors, including academic achievement, potential, and …
influenced by a variety of factors, including academic achievement, potential, and …
A Novel Grades Prediction Method for Undergraduate Students by Learning Explicit Conditional Distribution
N Zhang, M Liu, L Wang, S Liu, R Sun… - IEEE Transactions on …, 2024 - computer.org
Educational data mining (EDM) offers an effective solution to predict students' course grades
in the next-term. Conventional grade prediction methods can be viewed as regressing an …
in the next-term. Conventional grade prediction methods can be viewed as regressing an …
Feature selection techniques and classification algorithms for student performance classification: a review.
MA Hadi Alias, N Hambali… - … Journal of Electrical …, 2024 - search.ebscohost.com
The process of categorizing students' performance based on input data, encompassing
demographic information and final exam results, is recognized as student performance …
demographic information and final exam results, is recognized as student performance …