[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review

R Alfredo, V Echeverria, Y **, L Yan, Z Swiecki… - … and Education: Artificial …, 2024 - Elsevier
The rapid expansion of Learning Analytics (LA) and Artificial Intelligence in Education
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …

[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 …

Predicting academic performance of students from VLE big data using deep learning models

H Waheed, SU Hassan, NR Aljohani, J Hardman… - Computers in Human …, 2020 - Elsevier
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …

Generative ai in computing education: Perspectives of students and instructors

C Zastudil, M Rogalska, C Kapp… - 2023 IEEE Frontiers …, 2023 - ieeexplore.ieee.org
Generative models are now capable of producing natural language text that is, in some
cases, comparable in quality to the text produced by people. In the computing education …

Student engagement predictions in an e‐learning System and their impact on student course assessment scores

M Hussain, W Zhu, W Zhang… - Computational …, 2018 - Wiley Online Library
Several challenges are associated with e‐learning systems, the most significant of which is
the lack of student motivation in various course activities and for various course materials. In …

Self-regulated learning and learning analytics in online learning environments: A review of empirical research

O Viberg, M Khalil, M Baars - … of the tenth international conference on …, 2020 - dl.acm.org
Self-regulated learning (SRL) can predict academic performance. Yet, it is difficult for
learners. The ability to self-regulate learning becomes even more important in emerging …

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 …

Learning analytics in European higher education—Trends and barriers

YS Tsai, D Rates, PM Moreno-Marcos… - Computers & …, 2020 - Elsevier
Learning analytics (LA) as a research field has grown rapidly over the last decade. However,
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …

Learning analytics on student engagement to enhance students' learning performance: A systematic review

NA Johar, SN Kew, Z Tasir, E Koh - Sustainability, 2023 - mdpi.com
The study of learning analytics provides statistical analysis and extract insights from data,
particularly in education. Various studies regarding student engagement in online learning …

Big educational data & analytics: Survey, architecture and challenges

KLM Ang, FL Ge, KP Seng - IEEE access, 2020 - ieeexplore.ieee.org
The proliferation of mobile devices and the rapid development of information and
communication technologies (ICT) have seen increasingly large volume and variety of data …