[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 …

[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 …

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 …

Learning analytics in virtual laboratories: a systematic literature review of empirical research

R Elmoazen, M Saqr, M Khalil, B Wasson - Smart Learning Environments, 2023 - Springer
Remote learning has advanced from the theoretical to the practical sciences with the advent
of virtual labs. Although virtual labs allow students to conduct their experiments remotely, it is …

Human-centred learning analytics

S Buckingham Shum, R Ferguson… - Journal of Learning …, 2019 - oro.open.ac.uk
The design of effective learning analytics (LA) extends beyond sound technical and
pedagogical principles. If analytics are to be adopted and used successfully to support …

Integrating AI tools in teacher professional learning: a conceptual model and illustrative case

K Tammets, T Ley - Frontiers in artificial intelligence, 2023 - frontiersin.org
This conceptual paper aims to explore the complex nature of integrating AI technologies in
teacher professional learning, highlighting the potential for AI to synergize teacher noticing …

[HTML][HTML] Comparison of learning analytics and educational data mining: A topic modeling approach

DJ Lemay, C Baek, T Doleck - Computers and Education: Artificial …, 2021 - Elsevier
Educational data mining and learning analytics, although experiencing an upsurge in
exploration and use, continue to elude precise definition; the two terms are often …

Participatory and co-design of learning analytics: An initial review of the literature

JP Sarmiento, AF Wise - LAK22: 12th international learning analytics …, 2022 - dl.acm.org
Participatory Design (PD), and Co-design (Co-D), can be effective ways to improve
technological innovation and to incorporate users' needs in the development of learning …

A review of learning analytics dashboard research in higher education: Implications for justice, equity, diversity, and inclusion

K Williamson, R Kizilcec - LAK22: 12th international learning analytics …, 2022 - dl.acm.org
Learning analytics dashboards (LADs) are becoming more prevalent in higher education to
help students, faculty, and staff make data-informed decisions. Despite extensive research …

Towards a partnership of teachers and intelligent learning technology: A systematic literature review of model‐based learning analytics

T Ley, K Tammets, G Pishtari, P Chejara… - Journal of Computer …, 2023 - Wiley Online Library
Background With increased use of artificial intelligence in the classroom, there is now a
need to better understand the complementarity of intelligent learning technology and …