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 …

Adaptive gamification in e-learning based on students' learning styles

MA Hassan, U Habiba, F Majeed… - Interactive Learning …, 2021 - Taylor & Francis
With the removal of the barriers of time and distance, E-learning platforms have attracted
millions of learners, but these platforms are experiencing a significant drop-out ratio. One of …

Exploring the relationships between learning styles, online participation, learning achievement and course satisfaction: An empirical study of a blended learning …

G Cheng, J Chau - British journal of educational technology, 2016 - Wiley Online Library
The purpose of this study was twofold: first, to explore the relationship between students'
learning styles and their online participation in a blended learning course, and second, to …

Development of an adaptive learning system with multiple perspectives based on students' learning styles and cognitive styles

TC Yang, GJ Hwang, SJH Yang - Journal of Educational Technology & …, 2013 - JSTOR
In this study, an adaptive learning system is developed by taking multiple dimensions of
personalized features into account. A personalized presentation module is proposed for …

Learning style Identifier: Improving the precision of learning style identification through computational intelligence algorithms

J Bernard, TW Chang, E Popescu, S Graf - Expert Systems with …, 2017 - Elsevier
Identifying students' learning styles has several benefits such as making students aware of
their strengths and weaknesses when it comes to learning and the possibility to personalize …

What type of learning style leads to online participation in the mixed-mode e-learning environment? A study of software usage instruction

EY Huang, SW Lin, TK Huang - Computers & Education, 2012 - Elsevier
Learning style is traditionally assumed to be a predictor of learning performance, yet few
studies have identified the mediating and moderating effects between the two. This study …

An application of adaptive games-based learning based on learning style to teach SQL

M Soflano, TM Connolly, T Hainey - Computers & Education, 2015 - Elsevier
The fact that each student has a different way of learning and processing information has
long been recognised by educationalists. In the classroom, the benefits derived from …

Providing adaptivity in Moodle LMS courses

M Despotović-Zrakić, A Marković, Z Bogdanović… - Journal of Educational …, 2012 - JSTOR
In this paper, we describe an approach to providing adaptivity in e-education courses. The
primary goal of the paper is to enhance an existing e-education system, namely Moodle …

Adaptivity in learning management systems focussing on learning styles

S Graf - 2007 - repositum.tuwien.at
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 …

Analysis of learners' navigational behaviour and their learning styles in an online course

S Graf, TC Liu, Kinshuk - Journal of Computer Assisted …, 2010 - Wiley Online Library
Providing adaptive features and personalized support by considering students' learning
styles in computer‐assisted learning systems has high potential in making learning easier …