... Blended learning Learning analytics Assessment and e-assessment Virtual learning environments (VLEs) have become central to modern education, offering learners and instructors benefits such as flexibility, accessibility and scalable content delivery (Johnson et al., 2020...

... Learning analytics Student performance Perceptions Latent class analysis Instructional design Pre/post testing Digital pedagogy Procedural knowledge Blended learning This study investigates several critical aspects of instructional video use in Mathematics education, focusing on how...

... tools: the learning analytics dashboard (LAD) and the AI-powered reading recommender system (RS). The LAD displays personalized learning analytics in real time (Park and Jo, 2015), and the display of such information provides opportunities for ongoing self-assessment. The personalization features made...

... attributes, such as academic self-confidence and commitment to learning (e.g. Shao et al., 2022 ; Gumba and Paragas, 2022), are increasingly being considered to provide a well-rounded evaluation of applicants. A wide range of learning analytics methods have been used in existing research...

... Emerald Publishing Limited 2024 Emerald Publishing Limited Licensed re-use rights only Behavior Gamification Learning analytics In the education field, gamification is often described as the application of game elements outside of a game context to improve students’ learning...

...Anagha Vaidya; Sarika Sharma Purpose Course evaluations are formative and are used to evaluate learnings of the students for a course. Anomalies in the evaluation process can lead to a faulty educational outcome. Learning analytics and educational data mining provide a set of techniques that can...

... network and decision tree to obtain the optimal classifier. Zehui Zhan can be contacted at: zhanzehui@m.scnu.edu.cn MOOC Learning behavior analysis Learning effect prediction Behaviour E-learning Learning analytics 09 10 2022 29 11 2022 11 01 2023 © Emerald...

...-use rights only Communication technologies Learning analytics Learning management systems In regional Northern Territory, only 58.7% households reported they have internet access in 2016, which was far below 78.8% Australian average (Information Decisions, 2016). That means, internet...

...) Technology acceptance model (TAM) Social determination theory (SDT) Video games Information systems Learning analytics Digital learning The current COVID-19 situation is making us sit, work and learn from home. Many students learn from e-learning platforms and schools have completely transferred...

... educational data mining and learning analytics: an issue brief ”, Office of Educational Technology, US Department of Education , pp. 1 - 57 . Burke , R. (2007), “ Hybrid web recommender systems ”, The Adaptive Web , Springer , Berlin, Heidelberg , pp. 377 - 408 . Cenkner , M. (2006...

... education Modelling Learning analytics Adaptive system theory Learning management systems Web-based learning is getting prevalent in the present era. This makes the learners to learn anywhere and anytime. Moreover, it allows learner to learn at their own pace (Resources, 2017). There are two...

... of problem, describing the use of each algorithm based on its application and validation. © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Behaviour Modelling Distance learning Learning analytics Learning management systems Geographic information...

... feedback before proceeding. Mik Fanguy can be contacted at: mik@kaist.edu 14 01 2021 22 03 2021 03 04 2021 © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Lectures E-Learning Communication technologies Learning...

...Kam-Cheong Li; Billy Tak-Ming Wong Purpose This paper aims to present a review of case studies on the use of learning analytics in Science, Technology, Engineering, (Arts), and Mathematics (or STE[A]M) education. It covers the features and trends of learning analytics practices as revealed in case...

... Real-time learning analytics enables teachers and students to enhance their teaching and learning during lectures. Teachers should start considering this new strategy to improve their lectures immediately. Much attention has been paid to learning analytics in the technology-enhanced learning research...

...Billy Tak-Ming Wong; Kam Cheong Li; Samuel Ping-Man Choi Purpose This paper aims to review and identify the major patterns and trends in learning analytics practices in higher education institutions. The review covers the characteristics of the institutions, as well as the characteristics...