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 …

A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective

W Matcha, D Gašević, A Pardo - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a systematic literature review of learning analytics dashboards (LADs)
research that reports empirical findings to assess the impact on learning and teaching …

[HTML][HTML] Vision, challenges, roles and research issues of Artificial Intelligence in Education

GJ Hwang, H **e, BW Wah, D Gašević - Computers and Education …, 2020 - Elsevier
The rapid advancement of computing technologies has facilitated the implementation of
AIED (Artificial Intelligence in Education) applications. AIED refers to the use of AI (Artificial …

[HTML][HTML] A systematic review of the literature on machine learning application of determining the attributes influencing academic performance

I Issah, O Appiah, P Appiahene, F Inusah - Decision analytics journal, 2023 - Elsevier
Academic institutions operate in an extremely demanding and competitive environment.
Some difficulties confronting most schools are delivering high-quality education to the …

Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …

[HTML][HTML] Explainable artificial intelligence in education

H Khosravi, SB Shum, G Chen, C Conati… - … and education: artificial …, 2022 - Elsevier
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …

Incorporating AI and learning analytics to build trustworthy peer assessment systems

A Darvishi, H Khosravi, S Sadiq… - British Journal of …, 2022 - Wiley Online Library
Peer assessment has been recognised as a sustainable and scalable assessment method
that promotes higher‐order learning and provides students with fast and detailed feedback …

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 …

[PDF][PDF] What is learning analytics

C Lang, AF Wise, A Merceron, D Gašević… - The handbook of …, 2022 - researchgate.net
Over the last ten years learning analytics (LA) has grown from a hypothetical future into a
concrete field of inquiry and a global community of researchers and practitioners. Although …

SENS: Network analytics to combine social and cognitive perspectives of collaborative learning

D Gašević, S Joksimović, BR Eagan… - Computers in Human …, 2019 - Elsevier
In this paper, we propose a novel approach to the analysis of collaborative learning. The
approach posits that different dimensions of collaborative learning emerging from social ties …