The use of artificial intelligence (AI) in online learning and distance education processes: A systematic review of empirical studies

ME Dogan, T Goru Dogan, A Bozkurt - Applied Sciences, 2023 - mdpi.com
Artificial intelligence (AI) technologies are used in many dimensions of our lives, including
education. Motivated by the increasing use of AI technologies and the current state of the art …

Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017

H Xie, HC Chu, GJ Hwang, CC Wang - Computers & Education, 2019 - Elsevier
In this study, the trends and developments of technology-enhanced adaptive/personalized
learning have been studied by reviewing the related journal articles in the recent decade (ie …

A systematic literature review of personalized learning terms

A Shemshack, JM Spector - Smart Learning Environments, 2020 - Springer
Learning is a natural human activity that is shaped by personal experiences, cognitive
awareness, personal bias, opinions, cultural background, and environment. Learning has …

Effects of higher education institutes' artificial intelligence capability on students' self-efficacy, creativity and learning performance

S Wang, Z Sun, Y Chen - Education and Information Technologies, 2023 - Springer
Artificial Intelligence (AI) has become an important technology affecting the development of
society and education, and it is crucial to explore AI to enhance students' creativity and …

AI-based personalized e-learning systems: Issues, challenges, and solutions

M Murtaza, Y Ahmed, JA Shamsi, F Sherwani… - IEEE …, 2022 - ieeexplore.ieee.org
A personalized e-learning system is effective in imparting enhanced learning to its users. As
compared to a conventional e-learning system, which provides similar contents to each …

A systematic review on educational data mining

A Dutt, MA Ismail, T Herawan - Ieee Access, 2017 - ieeexplore.ieee.org
Presently, educational institutions compile and store huge volumes of data, such as student
enrolment and attendance records, as well as their examination results. Mining such data …

Roles and research trends of artificial intelligence in higher education: A systematic review of the top 50 most-cited articles

HC Chu, GH Hwang, YF Tu, KH Yang - Australasian Journal of …, 2022 - ajet.org.au
Artificial intelligence (AI) in higher education has proven to be a useful learning technology;
it can help learners achieve positive learning outcomes in the learning environment and can …

Artificial intelligence and machine learning approaches in digital education: A systematic revision

H Munir, B Vogel, A Jacobsson - Information, 2022 - mdpi.com
The use of artificial intelligence and machine learning techniques across all disciplines has
exploded in the past few years, with the ever-growing size of data and the changing needs …

A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning

D Shi, T Wang, H Xing, H Xu - Knowledge-Based Systems, 2020 - Elsevier
E-learners face a large amount of fragmented learning content during e-learning. How to
extract and organize this learning content is the key to achieving the established learning …

Learning analytics and educational data mining in practice: A systematic literature review of empirical evidence

Z Papamitsiou, AA Economides - Journal of Educational Technology & …, 2014 - JSTOR
This paper aims to provide the reader with a comprehensive background for understanding
current knowledge on Learning Analytics (LA) and Educational Data Mining (EDM) and its …