[HTML][HTML] Automatic feedback in online learning environments: A systematic literature review

AP Cavalcanti, A Barbosa, R Carvalho, F Freitas… - … and Education: Artificial …, 2021 - Elsevier
Feedback is an essential component of scaffolding for learning. Feedback provides insights
into the assistance of learners in terms of achieving learning goals and improving self …

Learning analytics in higher education: a preponderance of analytics but very little learning?

C Guzmán-Valenzuela, C Gómez-González… - International journal of …, 2021 - Springer
In a context where learning mediated by technology has gained prominence in higher
education, learning analytics has become a powerful tool to collect and analyse data with …

Prediction of student performance in massive open online courses using deep learning system based on learning behaviors

CA Lee, JW Tzeng, NF Huang, YS Su - Educational Technology & Society, 2021 - JSTOR
Massive open online courses (MOOCs) provide numerous open-access learning resources
and allow for self-directed learning. The application of big data and artificial intelligence (AI) …

Review on self-regulated learning in smart learning environment

Y Gambo, MZ Shakir - Smart Learning Environments, 2021 - Springer
Despite the increasing use of the self-regulated learning process in the smart learning
environment, understanding the concepts from a theoretical perspective and empirical …

Effects of learner interaction with learning dashboards on academic performance in an e-learning environment

M Kokoç, A Altun - Behaviour & Information Technology, 2021 - Taylor & Francis
This study aims to investigate learners' interaction with the learning dashboards as a
predictor outcome of an online learning experience and, to what extent this interaction data …

From data to actions: Instructors' decision making based on learners' data in online emergency remote teaching

M Usher, A Hershkovitz… - British Journal of …, 2021 - Wiley Online Library
The outbreak of the COVID‐19 pandemic has changed education dramatically, with the
sudden shift from face‐to‐face to emergency remote teaching. Online learning environments …

How teacher characteristics relate to how teachers use dashboards: Results from two case studies in K-12

A van Leeuwen… - Journal of Learning …, 2021 - learning-analytics.info
Teacher dashboards are a specific form of analytics in which visual displays provide
teachers with information about their students; for example, concerning student progress …

Staying on target: A systematic literature review on learner‐facing learning analytics dashboards

N Valle, P Antonenko, K Dawson… - British Journal of …, 2021 - Wiley Online Library
The advances in technology to capture and process unprecedented amounts of educational
data has boosted the interest in Learning Analytics Dashboard (LAD) applications as a way …

A systematic meta-review and analysis of learning analytics research

X Du, J Yang, BE Shelton, JL Hung… - Behaviour & information …, 2021 - Taylor & Francis
As an emerging field of research, learning analytics (LA) offers practitioners and researchers
information about educational data that is helpful for supporting decisions in management of …

Exploring critical factors of the perceived usefulness of a learning analytics dashboard for distance university students

I Rets, C Herodotou, V Bayer, M Hlosta… - International Journal of …, 2021 - Springer
Learning analytics dashboards (LADs) can provide learners with insights about their study
progress through visualisations of the learner and learning data. Despite their potential …