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A comprehensive exploration of personalized learning in smart education: From student modeling to personalized recommendations
With the development of artificial intelligence, personalized learning has attracted much
attention as an integral part of intelligent education. China, the United States, the European …
attention as an integral part of intelligent education. China, the United States, the European …
[HTML][HTML] Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using …
A Bressane, D Zwirn, A Essiptchouk… - … and Education: Artificial …, 2024 - Elsevier
Statement of problem The students' academic performance is influenced by a complex
interplay among several factors. Traditional educational approaches often struggle to …
interplay among several factors. Traditional educational approaches often struggle to …
[HTML][HTML] Machine learning model (RG-DMML) and ensemble algorithm for prediction of students' retention and graduation in education
Automated prediction of students' retention and graduation in education using advanced
analytical methods such as artificial intelligence (AI), has recently attracted the attention of …
analytical methods such as artificial intelligence (AI), has recently attracted the attention of …
Curriculum analytics in higher education institutions: a systematic literature review
LMH De Silva, MJ Rodríguez-Triana… - Journal of Computing in …, 2024 - Springer
With technological advances, institutional stakeholders are considering evidence-based
developments such as Curriculum Analytics (CA) to reflect on curriculum and its impact on …
developments such as Curriculum Analytics (CA) to reflect on curriculum and its impact on …
[HTML][HTML] Comparative analysis of feature selection and extraction methods for student performance prediction across different machine learning models
Education is at the core of developmental progress, necessitating the exploration and
implementation of diverse contemporary methods to ensure the success of students across …
implementation of diverse contemporary methods to ensure the success of students across …
[HTML][HTML] Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course
Educational data mining is valuable for uncovering latent relationships in educational
settings, particularly for predicting students' academic performance. This study introduces an …
settings, particularly for predicting students' academic performance. This study introduces an …
[PDF][PDF] Exploiting LSTM Neural Network Algorithm Potentiality for Early Identification of Delayed Graduation in Higher Education
T Anagnostopoulos, D Papakyriakopoulos… - WSEAS Trans. Inf. Sci …, 2024 - wseas.com
Adoption of deep learning classification algorithms in the domain area of higher education
provides exploratory predictive data analytics able to exploit students' academic behavior …
provides exploratory predictive data analytics able to exploit students' academic behavior …
Blended Learning Behaviors Analysis Based on BP-Bagging Classification Model
W Cong, S Zhang, K Yang, P Li - … International Conference on …, 2024 - ieeexplore.ieee.org
To address the challenges of monitoring and analyzing blended learning behaviors, a BP-
Bagging ensemble classification model to discriminate students' blended learning behaviors …
Bagging ensemble classification model to discriminate students' blended learning behaviors …
Student performance prediction model based on course description and student similarity
D Mäder, M Spahic-Bogdanovic… - … Conference on Advanced …, 2024 - Springer
Choosing courses at the beginning of each semester is a complex decision that affects
students' future careers and academic performance, especially when given the freedom to …
students' future careers and academic performance, especially when given the freedom to …
Predicting graduation in Moroccan open-access bachelors: early indicators and re-enrollment data
The primary aim of higher education institutions is the successful graduation of their
students. This study explores open-access higher education in Morocco, introducing a …
students. This study explores open-access higher education in Morocco, introducing a …