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 …

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 …

A systematic literature review on personalised learning in the higher education context

RI Fariani, K Junus, HB Santoso - Technology, Knowledge and Learning, 2023 - Springer
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 …

Enhancing e-learning adaptability with automated learning style identification and sentiment analysis: a hybrid deep learning approach for smart education

T Hussain, L Yu, M Asim, A Ahmed, MA Wani - Information, 2024 - mdpi.com
In smart education, adaptive e-learning systems personalize the educational process by
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

K Pahi, S Hawlader, E Hicks, A Zaman… - Computers and Education …, 2024 - Elsevier
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 …

A systematic review of digital innovations in technology-enhanced learning designs in higher education

DL Choi-Lundberg, K Butler-Henderson… - Australasian Journal of …, 2023 - ajet.org.au
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 …

[HTML][HTML] Survey of personalized learning software systems: a taxonomy of environments, learning content, and user models

H Ismail, N Hussein, S Harous, A Khalil - Education Sciences, 2023 - mdpi.com
This paper presents a comprehensive systematic review of personalized learning software
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

J Hassan, A Devi, B Ray - Education Sciences, 2022 - mdpi.com
This paper examines and evaluates Virtual Laboratories (VLabs) in consideration of
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

RL Reyes, KP Isleta, JD Regala… - Journal of Computer …, 2024 - Wiley Online Library
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 …

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 …