[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 …

Educational data mining and learning analytics for 21st century higher education: A review and synthesis

H Aldowah, H Al-Samarraie, WM Fauzy - Telematics and Informatics, 2019 - Elsevier
The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …

[HTML][HTML] The current landscape of learning analytics in higher education

O Viberg, M Hatakka, O Bälter, A Mavroudi - Computers in human behavior, 2018 - Elsevier
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …

Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success

D Gašević, S Dawson, T Rogers, D Gasevic - The Internet and Higher …, 2016 - Elsevier
This study examined the extent to which instructional conditions influence the prediction of
academic success in nine undergraduate courses offered in a blended learning model (n …

License to evaluate: Preparing learning analytics dashboards for educational practice

I Jivet, M Scheffel, M Specht, H Drachsler - Proceedings of the 8th …, 2018 - dl.acm.org
Learning analytics can bridge the gap between learning sciences and data analytics,
leveraging the expertise of both fields in exploring the vast amount of data generated in …

B ig D ata and analytics in higher education: Opportunities and challenges

B Daniel - British journal of educational technology, 2015 - Wiley Online Library
Institutions of higher education are operating in an increasingly complex and competitive
environment. This paper identifies contemporary challenges facing institutions of higher …

The strategic influence of school principal leadership in the digital transformation of schools

F Navaridas-Nalda, M Clavel-San Emeterio… - Computers in Human …, 2020 - Elsevier
This paper analyzes the key factors for the successful digital transformation of schools
through the use of Educational Digital Resources (EDRs), paying special attention to school …

A large-scale implementation of predictive learning analytics in higher education: The teachers' role and perspective

C Herodotou, B Rienties, A Boroowa, Z Zdrahal… - Educational Technology …, 2019 - Springer
By collecting longitudinal learner and learning data from a range of resources, predictive
learning analytics (PLA) are used to identify learners who may not complete a course …

Adoption of blended learning: Chinese university students' perspectives

T Yu, J Dai, C Wang - Humanities and Social Sciences …, 2023 - nature.com
Against the backdrop of the deep integration of the Internet with learning, blended learning
offers the advantages of combining online and face-to-face learning to enrich the learning …

Artificial neural networks for educational data mining in higher education: A systematic literature review

E Okewu, P Adewole, S Misra… - Applied Artificial …, 2021 - Taylor & Francis
Efforts to raise the bar of higher education so as to respond to dynamic societal/industry
needs have led to a number of initiatives, including artificial neural network (ANN) based …