The application of AI technologies in STEM education: a systematic review from 2011 to 2021

W Xu, F Ouyang - International Journal of STEM Education, 2022 - Springer
Background The application of artificial intelligence (AI) in STEM education (AI-STEM), as an
emerging field, is confronted with a challenge of integrating diverse AI techniques and …

Automated assessment in computer science education: A state-of-the-art review

JC Paiva, JP Leal, Á Figueira - ACM Transactions on Computing …, 2022 - dl.acm.org
Practical programming competencies are critical to the success in computer science (CS)
education and go-to-market of fresh graduates. Acquiring the required level of skills is a long …

[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 …

Systematic review of research on artificial intelligence applications in higher education–where are the educators?

O Zawacki-Richter, VI Marín, M Bond… - International Journal of …, 2019 - Springer
According to various international reports, Artificial Intelligence in Education (AIEd) is one of
the currently emerging fields in educational technology. Whilst it has been around for about …

Predicting academic performance: a systematic literature review

A Hellas, P Ihantola, A Petersen, VV Ajanovski… - … companion of the 23rd …, 2018 - dl.acm.org
The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …

Learning analytics to unveil learning strategies in a flipped classroom

J Jovanović, D Gašević, S Dawson, A Pardo… - The Internet and Higher …, 2017 - Elsevier
Prior education studies have consistently emphasized the importance of sustained and
active student engagement to aid academic performance and achievement of learning …

Harnessing Artificial Intelligence for innovation in education

S Tan - … Innovative and digital transformative learning strategies …, 2023 - Springer
In the field of educational technology, Artificial Intelligence in Education (AIEd) is an
emerging field that is projected to have a profound impact on the teaching and learning …

Transitioning from introductory block-based and text-based environments to professional programming languages in high school computer science classrooms

D Weintrop, U Wilensky - Computers & Education, 2019 - Elsevier
Block-based programming languages are becoming increasingly common in introductory
computer science classrooms across the K-12 spectrum. One justification for the use of block …

Standing on the shoulders of giants: Online formative assessments as the foundation for predictive learning analytics models

O Bulut, G Gorgun, SN Yildirim‐Erbasli… - British Journal of …, 2023 - Wiley Online Library
As universities around the world have begun to use learning management systems (LMSs),
more learning data have become available to gain deeper insights into students' learning …

From study tactics to learning strategies: An analytical method for extracting interpretable representations

E Fincham, D Gašević, J Jovanović… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Research into self-regulated learning has traditionally relied upon self-reported data. While
there is a rich body of literature that has extracted invaluable information from such sources …