Artificial intelligence and machine learning approaches in digital education: A systematic revision
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 …
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 …
fact that the learning process is different for each and every learner. In order to provide …
[PDF][PDF] Adaptivity in learning management systems focussing on learning styles
S Graf - 2007 - sgraf.athabascau.ca
Learning management systems (LMSs) such as WebCT, Blackboard, and Moodle are
commonly and successfully used in e-education. While they focus on supporting teachers in …
commonly and successfully used in e-education. While they focus on supporting teachers in …
State of the art of learning styles-based adaptive educational hypermedia systems (LS-BAEHSs)
A Al-Azawei, A Badii - International Journal of Computer …, 2014 - centaur.reading.ac.uk
The notion that learning can be enhanced when a teaching approach matches a learner's
learning style has been widely accepted in classroom settings since the latter represents a …
learning style has been widely accepted in classroom settings since the latter represents a …
A software architecture perspective about Moodle flexibility for supporting empirical research of teaching theories
Moodle represents a great contribution to the educational world since it provides an evolving
platform for Virtual Learning Management Systems (VLMS) that became a standard de facto …
platform for Virtual Learning Management Systems (VLMS) that became a standard de facto …
Model Detecting Learning Styles with Artificial Neural Network.
Currently the detection of learning styles from the external aspect has not produced optimal
results. This research tries to solve the problem by using an internal approach. The internal …
results. This research tries to solve the problem by using an internal approach. The internal …
Students' learning style detection using tree augmented naive Bayes
LX Li, SS Abdul Rahman - Royal Society open science, 2018 - royalsocietypublishing.org
Students are characterized according to their own distinct learning styles. Discovering
students' learning style is significant in the educational system in order to provide adaptivity …
students' learning style is significant in the educational system in order to provide adaptivity …
Dynamic learner profiling and automatic learner classification for adaptive e-learning environment
KR Premlatha, B Dharani, TV Geetha - Interactive Learning …, 2016 - Taylor & Francis
E-learning allows learners individually to learn “anywhere, anytime” and offers immediate
access to specific information. However, learners have different behaviors, learning styles …
access to specific information. However, learners have different behaviors, learning styles …
A Student Learning Style Auto-Detection Model in a Learning Management System
AB Rashid, RRR Ikram, Y Thamilarasan… - … , Technology & Applied …, 2023 - etasr.com
Learning style plays an important role in enabling students to have an efficient learning
process. This paper proposes an auto-detection model of student learning styles in learning …
process. This paper proposes an auto-detection model of student learning styles in learning …
[HTML][HTML] Brief review of educational applications using data mining and machine learning
AB Urbina Nájera, J Calleja Mora - Revista electrónica de …, 2017 - scielo.org.mx
The large amounts of data used nowadays have motivated research and development in
different disciplines in order to extract useful information with a view to analyzing it to solve …
different disciplines in order to extract useful information with a view to analyzing it to solve …