[HTML][HTML] A systematic review of the role of learning analytics in enhancing feedback practices in higher education

SK Banihashem, O Noroozi, S Van Ginkel… - Educational Research …, 2022 - Elsevier
Learning analytics (LA) offers new opportunities to enrich feedback practices in higher
education, but little is understood about the ways different LA can enhance feedback …

Recent advances in Predictive Learning Analytics: A decade systematic review (2012–2022)

N Sghir, A Adadi, M Lahmer - Education and information technologies, 2023 - Springer
The last few years have witnessed an upsurge in the number of studies using Machine and
Deep learning models to predict vital academic outcomes based on different kinds and …

Impact of digital technologies upon teaching and learning in higher education in Latin America: an outlook on the reach, barriers, and bottlenecks

K Okoye, H Hussein, A Arrona-Palacios… - Education and …, 2023 - Springer
Digital technology and literacy can heighten the transformation of teaching and learning in
higher education institutions (HEIs). This study uncovers the extent to which digital …

Gamification in mobile-assisted language learning: A systematic review of Duolingo literature from public release of 2012 to early 2020

M Shortt, S Tilak, I Kuznetcova, B Martens… - Computer Assisted …, 2023 - Taylor & Francis
More than 300 million people use the gamified mobile-assisted language learning (MALL)
application (app) Duolingo. The challenging tasks, reward incentives, systematic levels, and …

Academic and administrative role of artificial intelligence in education

SF Ahmad, MM Alam, MK Rahmat, MS Mubarik… - Sustainability, 2022 - mdpi.com
The aim of the article is to explore the academic and administrative applications of Artificial
Intelligence. Teachers have the main responsibility of teaching in any educational setting …

Challenges and future directions of big data and artificial intelligence in education

H Luan, P Geczy, H Lai, J Gobert, SJH Yang… - Frontiers in …, 2020 - frontiersin.org
We discuss the new challenges and directions facing the use of big data and artificial
intelligence (AI) in education research, policy-making, and industry. In recent years …

Educational data mining and learning analytics: An updated survey

C Romero, S Ventura - Wiley interdisciplinary reviews: Data …, 2020 - Wiley Online Library
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …

Utilising learning analytics to support study success in higher education: a systematic review

D Ifenthaler, JYK Yau - Educational Technology Research and …, 2020 - Springer
Study success includes the successful completion of a first degree in higher education to the
largest extent, and the successful completion of individual learning tasks to the smallest …

A review of using machine learning approaches for precision education

H Luan, CC Tsai - Educational Technology & Society, 2021 - JSTOR
In recent years, in the field of education, there has been a clear progressive trend toward
precision education. As a rapidly evolving AI technique, machine learning is viewed as an …

Supporting self-regulated learning with learning analytics interventions–a systematic literature review

S Heikkinen, M Saqr, J Malmberg, M Tedre - Education and Information …, 2023 - Springer
During the past years scholars have shown an increasing interest in supporting students'
self-regulated learning (SRL). Learning analytics (LA) can be applied in various ways to …