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Laeeq, Kashif; Memon, Zulfiqar Ali – Interactive Learning Environments, 2021
The existing Learning Management Systems (LMSs) are profoundly effective in empowering the organization of e-learning, however, lacking in usability and learnability. The complex navigation and an immature search system are catalysing the issues that needs vigorous improvement. This paper aims to enhance the usability of LMSs by introducing an…
Descriptors: Integrated Learning Systems, Artificial Intelligence, Natural Language Processing, Information Retrieval
Loginova, Ekaterina; Benoit, Dries F. – International Educational Data Mining Society, 2021
Predicting academic performance using trace data from learning management systems is a primary research topic in educational data mining. An important application is the identification of students at risk of failing the course or dropping out. However, most approaches utilise past grades, which are not always available and capture little of the…
Descriptors: Navigation (Information Systems), Academic Achievement, Grade Prediction, Integrated Learning Systems
Çebi, Ayça; Güyer, Tolga – Interactive Learning Environments, 2022
The studies in the literature show that all learners may not benefit from hypermedia learning systems in the same way as a result of their individual differences. Learners with different individual characteristic may display different navigational pattern and they may encounter different problems in the hypermedia learning system. The aim of the…
Descriptors: Modeling (Psychology), Navigation (Information Systems), Electronic Learning, Hypermedia
Le, Branda; Lawrie, Gwendolyn A.; Wang, Jack T. H. – Journal of Science Education and Technology, 2022
As students transition into tertiary blended learning environments, their digital literacy in terms of technical capabilities have potential to impact on their access to digital resources. The first foundational year of STEM degrees includes compulsory courses across a broad range of scientific areas, each of which incorporates online technology…
Descriptors: Student Attitudes, Technological Literacy, STEM Education, Blended Learning
Javier Leung – International Journal of Designs for Learning, 2021
The EdHub Library is an online teacher professional development platform that serves 250 school districts as part of the Network for Educator Effectiveness in Missouri. It has a collection of more than 300 online activities. This design case describes the efforts of re-developing EdHub due to technical and usability issues of the first generation…
Descriptors: Faculty Development, School Districts, Electronic Libraries, Usability