Learner modelling: systematic review of the literature from the last 5 years

A Abyaa, M Khalidi Idrissi, S Bennani - Educational Technology Research …, 2019 - Springer
The field of adaptive e-learning is continuously developing. More research is being
conducted in this area as adaptive e-learning aims to provide learners with adaptive …

[PDF][PDF] Student modelling in adaptive e-learning systems

V Esichaikul, S Lamnoi… - … Management & E …, 2011 - pdfs.semanticscholar.org
Most e-Learning systems provide web-based learning so that students can access the same
online courses via the Internet without adaptation, based on each student's profile and …

Identification of personal traits in adaptive learning environment: Systematic literature review

NBA Normadhi, L Shuib, HNM Nasir, A Bimba… - Computers & …, 2019 - Elsevier
An adaptive learning environment provides personalised information to the learner through
self-directed study. An adaptive learning environment model can be subdivided into a …

E-learning based on the adaptive learning model: case study in Serbia

B Arsovic, N Stefanovic - Sādhanā, 2020 - Springer
Today's education faces many challenges related to learning and teaching efficiency,
effectiveness, and costs. Contemporary research shows that the learning environment with …

Student modeling approaches: A literature review for the last decade

K Chrysafiadi, M Virvou - Expert Systems with Applications, 2013 - Elsevier
This paper constitutes a literature review on student modeling for the last decade. The
review aims at answering three basic questions on student modeling: what to model, how …

[PDF][PDF] User modeling and user profiling in adaptive e-learning systems

C Froschl - Graz, Austria: Master Thesis, 2005 - Citeseer
It is essential for user-adaptive systems to have information about the user. Without any
information about the user the adaptive system is not able to adapt itself to the user's …

Anatomy of student models in adaptive learning systems: A systematic literature review of individual differences from 2001 to 2013

J Nakic, A Granic, V Glavinic - Journal of Educational …, 2015 - journals.sagepub.com
This study brings an evidence-based review of user individual characteristics employed as
sources of adaptation in recent adaptive learning systems. Twenty-two user individual …

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 …

[HTML][HTML] Adaptive e-learning systems through learning styles: A review of the literature

I Katsaris, N Vidakis - Advances in Mobile Learning Educational …, 2021 - syncsci.com
The domain of education has taken great leaps by capitalizing on technology and the
utilization of modern devices. Nowadays, the established term" one size fits all" has begun to …

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 …