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[HTML][HTML] Leveraging AI in e-learning: Personalized learning and adaptive assessment through cognitive neuropsychology—A systematic analysis
C Halkiopoulos, E Gkintoni - Electronics, 2024 - mdpi.com
This paper reviews the literature on integrating AI in e-learning, from the viewpoint of
cognitive neuropsychology, for Personalized Learning (PL) and Adaptive Assessment (AA) …
cognitive neuropsychology, for Personalized Learning (PL) and Adaptive Assessment (AA) …
Implementation of adaptive learning systems: Current state and potential
Adaptive learning systems have been on the rise ever since the beginnings of e-learning.
Their ability to provide instructions, guidance and content tailored towards learners' …
Their ability to provide instructions, guidance and content tailored towards learners' …
Constructing a design framework and pedagogical approach for adaptive learning in higher education: A practitioner's perspective
While adaptive learning is emerging as a promising technology to promote access and
quality at a large scale in higher education (Becker et al., 2018), the implementation of …
quality at a large scale in higher education (Becker et al., 2018), the implementation of …
Ethical considerations for artificial intelligence in educational assessments
In the vital context of education, the application of artificial intelligence (AI) to assessments
necessitates a nuanced examination of the boundaries between ethically permissible and …
necessitates a nuanced examination of the boundaries between ethically permissible and …
Smart learning objects retrieval for E-Learning with contextual recommendation based on collaborative filtering
With the increase in Technology Enhanced Learning (TEL), the effective retrieval and
availability of Learning Objects (LOs) for course designers is a significant concern. Text …
availability of Learning Objects (LOs) for course designers is a significant concern. Text …
A systematic review in understanding stakeholders' role in develo** adaptive learning systems
The creation and development of adaptive learning systems involve various stakeholders in
the overall development process. To understand how the involvement of these stakeholders …
the overall development process. To understand how the involvement of these stakeholders …
Using ensemble learning algorithms to predict student failure and enabling customized educational paths
One of the challenges in e‐learning is the customization of the learning environment to
avoid learners' failures. This paper proposes a Stacked Generalization for Failure Prediction …
avoid learners' failures. This paper proposes a Stacked Generalization for Failure Prediction …
Incorporating training, self-monitoring and AI-assistance to improve peer feedback quality
Peer review has been recognised as a beneficial approach that promotes higher-order
learning and provides students with fast and detailed feedback on their work. Still, there are …
learning and provides students with fast and detailed feedback on their work. Still, there are …
Charting the design and analytics agenda of learnersourcing systems
Learnersourcing is emerging as a viable learner-centred and pedagogically justified
approach for harnessing the creativity and evaluation power of learners as experts-in …
approach for harnessing the creativity and evaluation power of learners as experts-in …
Adaptive Learning to Maximize Gifted Education: Teacher Perceptions, Practices, and Experiences
S Mukhamadiyeva… - Journal of Advanced …, 2024 - journals.sagepub.com
This study explores teachers' perceptions, strategies, and experiences integrating adaptive
learning (AL) in gifted education. The results revealed that teachers regard AL as a valuable …
learning (AL) in gifted education. The results revealed that teachers regard AL as a valuable …