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 survey of artificial intelligence techniques employed for adaptive educational systems within e-learning platforms

K Colchester, H Hagras, D Alghazzawi… - Journal of Artificial …, 2017 - sciendo.com
The adaptive educational systems within e-learning platforms are built in response to the
fact that the learning process is different for each and every learner. In order to provide …

Evaluating Bayesian networks' precision for detecting students' learning styles

P García, A Amandi, S Schiaffino, M Campo - Computers & Education, 2007 - Elsevier
Students are characterized by different learning styles, focusing on different types of
information and processing this information in different ways. One of the desirable …

eTeacher: Providing personalized assistance to e-learning students

S Schiaffino, P Garcia, A Amandi - Computers & Education, 2008 - Elsevier
In this paper we present eTeacher, an intelligent agent that provides personalized
assistance to e-learning students. eTeacher observes a student's behavior while he/she is …

Ai and machine learning techniques in the development of Intelligent Tutoring System: A review

F AlShaikh, N Hewahi - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
An Intelligent Tutoring System (ITS) is critical in education because it provides one to one
personalized teaching assistance to learners as they educate how to solve problems …

Intelligent user profiling

S Schiaffino, A Amandi - Artificial Intelligence An International Perspective …, 2009 - Springer
User profiles or user models are vital in many areas in which it is essential to obtain
knowledge about users of software applications. Examples of these areas are intelligent …

Development of an intelligent tutoring system using bayesian networks and fuzzy logic for a higher student academic performance

M Eryılmaz, A Adabashi - Applied Sciences, 2020 - mdpi.com
In this experimental study, an intelligent tutoring system called the fuzzy Bayesian intelligent
tutoring system (FB-ITS), is developed by using artificial intelligence methods based on …

A new approach for constructing the concept map

SS Tseng, PC Sue, JM Su, JF Weng, WN Tsai - Computers & Education, 2007 - Elsevier
In recent years, e-learning system has become more and more popular and many adaptive
learning environments have been proposed to offer learners customized courses in …

Automatically constructing concept maps based on fuzzy rules for adapting learning systems

SM Bai, SM Chen - Expert systems with Applications, 2008 - Elsevier
In recent years, some methods have been presented for dealing with concept maps
construction for providing the adaptive learning guidance to students. In this paper, we …

Stat-Knowlab. Assessment and learning of statistics with competence-based knowledge space theory

D de Chiusole, L Stefanutti, P Anselmi… - International Journal of …, 2020 - Springer
An intelligent tutoring system for learning basic statistics, called Stat-Knowlab, is presented
and analyzed. The algorithms implemented in the system are based on the competence …