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Towards intelligent E-learning systems
M Liu, D Yu - Education and Information Technologies, 2023 - Springer
The prevalence of e-learning systems has made educational resources more accessible,
interactive and effective to learners without the geographic and temporal boundaries …
interactive and effective to learners without the geographic and temporal boundaries …
Personalized adaptive learning technologies based on machine learning techniques to identify learning styles: A systematic literature review
SG Essa, T Celik, NE Human-Hendricks - IEEE Access, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) approaches have been used in personalised adaptive education
systems to overcome the limitations of statically determined learning styles (LSs). These …
systems to overcome the limitations of statically determined learning styles (LSs). These …
A systematic literature review on personalised learning in the higher education context
Personalised learning (PL) is learning in which the stage of learning and the instructional
approach are optimised for the needs of each learner. The concept of PL allows e-learning …
approach are optimised for the needs of each learner. The concept of PL allows e-learning …
Enhancing e-learning adaptability with automated learning style identification and sentiment analysis: a hybrid deep learning approach for smart education
In smart education, adaptive e-learning systems personalize the educational process by
tailoring it to individual learning styles. Traditionally, identifying these styles relies on …
tailoring it to individual learning styles. Traditionally, identifying these styles relies on …
[HTML][HTML] Enhancing active learning through collaboration between human teachers and generative AI
To address the increasing demand for AI literacy, we introduced a novel active learning
approach that leverages both teaching assistants (TAs) and generative AI to provide …
approach that leverages both teaching assistants (TAs) and generative AI to provide …
A systematic review of digital innovations in technology-enhanced learning designs in higher education
In the years prior to the COVID-19 pandemic, there was considerable innovation in
designing and implementing teaching and learning with technology in fully online, face-to …
designing and implementing teaching and learning with technology in fully online, face-to …
[HTML][HTML] Survey of personalized learning software systems: a taxonomy of environments, learning content, and user models
This paper presents a comprehensive systematic review of personalized learning software
systems. All the systems under review are designed to aid educational stakeholders by …
systems. All the systems under review are designed to aid educational stakeholders by …
[HTML][HTML] Virtual laboratories in tertiary education: Case study analysis by learning theories
This paper examines and evaluates Virtual Laboratories (VLabs) in consideration of
technology design, educational pedagogy, and outcome in tertiary education context for ICT …
technology design, educational pedagogy, and outcome in tertiary education context for ICT …
Enhancing experiential science learning with virtual labs: A narrative account of merits, challenges, and implementation strategies
Background The adoption of virtual laboratories (VLs) has experienced a significant surge,
catalysed by the global changes in the educational landscape, notably influenced by the …
catalysed by the global changes in the educational landscape, notably influenced by the …
A systematic review of personalized learning in higher education: learning content structure, learning materials sequence, and learning readiness support
L Zhong - Interactive Learning Environments, 2023 - Taylor & Francis
While most educators regard personalized learning as beneficial for higher education and
continuous research has demonstrated the effectiveness of personalized learning, a …
continuous research has demonstrated the effectiveness of personalized learning, a …