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 …

Intelligent tutoring systems: a systematic review of characteristics, applications, and evaluation methods

E Mousavinasab, N Zarifsanaiey… - Interactive Learning …, 2021 - Taylor & Francis
With the rapid growth of technology, computer learning has become increasingly integrated
with artificial intelligence techniques in order to develop more personalized educational …

Effectiveness of intelligent tutoring systems: a meta-analytic review

JA Kulik, JD Fletcher - Review of educational research, 2016 - journals.sagepub.com
This review describes a meta-analysis of findings from 50 controlled evaluations of
intelligent computer tutoring systems. The median effect of intelligent tutoring in the 50 …

Intelligent tutoring systems and learning outcomes: A meta-analysis.

W Ma, OO Adesope, JC Nesbit, Q Liu - Journal of educational …, 2014 - psycnet.apa.org
Abstract Intelligent Tutoring Systems (ITS) are computer programs that model learners'
psychological states to provide individualized instruction. They have been developed for …

The contribution of learner characteristics in the development of computer-based adaptive learning environments

M Vandewaetere, P Desmet, G Clarebout - Computers in Human Behavior, 2011 - Elsevier
The development of learner models takes an active part in upcoming adaptive learning
environments. The purpose of learner models is to drive personalization based on learner …

The design and implementation of a meaningful learning-based evaluation method for ubiquitous learning

YM Huang, PS Chiu, TC Liu, TS Chen - Computers & Education, 2011 - Elsevier
If ubiquitous learning (u-learning) is to be effectively developed and feasibly applied to
education, it is necessary to evaluate its effectiveness. Yet to achieve a sound evaluation, a …

An overview of adaptive e-learning systems

S Ennouamani, Z Mahani - 2017 eighth international …, 2017 - ieeexplore.ieee.org
Due to the emergence of information and communication technologies in various fields,
which have also affected the educational sector, adaptive e-learning systems are …

Software engineering design principles applied to instructional design: What can we learn from our sister discipline?

NH Adnan, AD Ritzhaupt - TechTrends, 2018 - Springer
The failure of many instructional design initiatives is often attributed to poor instructional
design. Current instructional design models do not provide much insight into design …

Student modeling and assessment in intelligent tutoring of software patterns

Z Jeremić, J Jovanović, D Gašević - Expert Systems with Applications, 2012 - Elsevier
This paper presents the design, implementation, and evaluation of a student model in
DEPTHS (Design Pattern Teaching Help System), an intelligent tutoring system for learning …

Fuzzy logic for adaptive instruction in an e-learning environment for computer programming

K Chrysafiadi, M Virvou - IEEE transactions on Fuzzy Systems, 2014 - ieeexplore.ieee.org
In this paper, a novel approach to web-based education that performs individualized
instruction on the domain of programming languages is presented. This approach is fully …