Artificial intelligence in higher education: the state of the field
This systematic review provides unique findings with an up-to-date examination of artificial
intelligence (AI) in higher education (HE) from 2016 to 2022. Using PRISMA principles and …
intelligence (AI) in higher education (HE) from 2016 to 2022. Using PRISMA principles and …
[HTML][HTML] A systematic review of the role of learning analytics in enhancing feedback practices in higher education
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 …
education, but little is understood about the ways different LA can enhance feedback …
Learning analytics
Zusammenfassung Der Forschungsbereich um Learning Analytics hat sich in den
vergangenen fünf Jahren rasant entwickelt. Learning Analytics verwenden statische Daten …
vergangenen fünf Jahren rasant entwickelt. Learning Analytics verwenden statische Daten …
Possibilities and apprehensions in the landscape of artificial intelligence in education
A Alam - 2021 International Conference on Computational …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) may be utilized outside of traditional computer settings and is also
readily available in low-cost smart devices, making AI easily accessible to general …
readily available in low-cost smart devices, making AI easily accessible to general …
Educational data mining: prediction of students' academic performance using machine learning algorithms
M Yağcı - Smart Learning Environments, 2022 - Springer
Educational data mining has become an effective tool for exploring the hidden relationships
in educational data and predicting students' academic achievements. This study proposes a …
in educational data and predicting students' academic achievements. This study proposes a …
Educational data mining and learning analytics: An updated survey
This survey is an updated and improved version of the previous one published in 2013 in
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
this journal with the title “data mining in education”. It reviews in a comprehensible and very …
Challenges and future directions of big data and artificial intelligence in education
We discuss the new challenges and directions facing the use of big data and artificial
intelligence (AI) in education research, policy-making, and industry. In recent years …
intelligence (AI) in education research, policy-making, and industry. In recent years …
Recent advances in Predictive Learning Analytics: A decade systematic review (2012–2022)
The last few years have witnessed an upsurge in the number of studies using Machine and
Deep learning models to predict vital academic outcomes based on different kinds and …
Deep learning models to predict vital academic outcomes based on different kinds and …
Predicting academic performance of students from VLE big data using deep learning models
The abundance of accessible educational data, supported by the technology-enhanced
learning platforms, provides opportunities to mine learning behavior of students, addressing …
learning platforms, provides opportunities to mine learning behavior of students, addressing …
Educational data mining and learning analytics for 21st century higher education: A review and synthesis
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 …
outcomes has been realized in higher education. Hence, a comprehensive review of …