Automatic learning styles prediction: A survey of the State-of-the-Art (2006–2021)

M Raleiras, AH Nabizadeh, FA Costa - Journal of Computers in Education, 2022 - Springer
Learning systems, whether traditional or computerized ones, often have a teacher-based
design and use a “one-size-fits-all” approach. This approach ignores learners' differences …

An adaptive mechanism for Moodle based on automatic detection of learning styles

I Karagiannis, M Satratzemi - Education and Information Technologies, 2018 - Springer
This paper proposes an automatic approach that detects students' learning styles in order to
provide adaptive courses in Moodle. This approach is based on students' responses to the …

[PDF][PDF] An approach for detecting learning styles in learning management systems based on learners' behaviours

PQ Dung, AM Florea - International Conference on Education and …, 2012 - researchgate.net
Automatic detection of learning styles in learning management systems (LMSs) is an
important problem in which many researchers have proven their interest because it …

Automatic detection of learning styles in learning management systems by using literature-based method

N Ahmad, Z Tasir, J Kasim, H Sahat - Procedia-Social and Behavioral …, 2013 - Elsevier
Previous studies showed that automatic approach as a better approach to identify learning
style in online learning because it is based on the actual students' behaviour pattern while …

Towards adaptive open learning environments: Evaluating the precision of identifying learning styles by tracking learners' behaviours

H Fasihuddin, G Skinner, R Athauda - Education and Information …, 2017 - Springer
Open learning represents a new form of online learning where courses are provided freely
online for large numbers of learners. MOOCs are examples of this form of learning. The …

Towards an adaptive model to personalise open learning environments using learning styles

H Fasihuddin, G Skinner… - … Conference on Information …, 2014 - ieeexplore.ieee.org
Open learning represents a new form of online learning. It is based on providing courses,
learning materials for free to be taken by any interested learner. The current model of open …

Automatic student modelling for detection of learning styles and affective states in web based learning management systems

FA Khan, A Akbar, M Altaf, SAK Tanoli, A Ahmad - IEEE Access, 2019 - ieeexplore.ieee.org
In traditional learning environments, it is easy for a teacher to get an accurate and deep
understanding about how students are learning and undertaking tasks. This results in …

Diagnosis of learning styles based on active/reflective dimension of Felder and Silverman's learning style model in a learning management system

Ö Şimşek, N Atman, MM İnceoğlu, YD Arikan - … Science and Its …, 2010 - Springer
Learner centered education is important both in point of face to face and Web based
learning. Due to this importance, diagnosis of learning styles of students in web based or …

An examination of the learning styles of Saudi preparatory school students who are high or low in reading achievement

IA Saadi - 2012 - vuir.vu.edu.au
This study examined the learning styles and reading achievement characteristics of Saudi
Arabian preparatory schools students. The key aim of the research is to provide additional …

[PDF][PDF] A method for detection of learning styles in learning management systems

QD Pham, AM Florea - UPB Scientific Bulletin, Series C …, 2013 - scientificbulletin.upb.ro
Learning preference, or learning styles, and their efficiency in learning process have been
considered since 1970s, with the appearance of many learning style models. All of them …