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Integrating learning styles and adaptive e-learning system: Current developments, problems and opportunities
HM Truong - Computers in human behavior, 2016 - Elsevier
Learning styles which refer to students' preferred ways to learn can play an important role in
adaptive e-learning systems. With the knowledge of different styles, the system can offer …
adaptive e-learning systems. With the knowledge of different styles, the system can offer …
Student modeling approaches: A literature review for the last decade
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 …
review aims at answering three basic questions on student modeling: what to model, how …
Learning style detection in E-learning systems using machine learning techniques
Learning style plays a vital role in hel** students retain learned concepts for a longer time
and also improves the understanding of the concepts. Learning styles in offline and online …
and also improves the understanding of the concepts. Learning styles in offline and online …
Learning style Identifier: Improving the precision of learning style identification through computational intelligence algorithms
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 …
their strengths and weaknesses when it comes to learning and the possibility to personalize …
Automatic detection of learning styles: state of the art
A learning style describes the attitudes and behaviors, which determine an individual's
preferred way of learning. Learning styles are particularly important in educational settings …
preferred way of learning. Learning styles are particularly important in educational settings …
Feature evaluation of emerging e-learning systems using machine learning: An extensive survey
As of late, with the progression of AI and man-made brainpower, there has been a
develo** spotlight on versatile e-learning. As all ways to deal with e-learning lose their …
develo** spotlight on versatile e-learning. As all ways to deal with e-learning lose their …
Comparing strategies for modeling students learning styles through reinforcement learning in adaptive and intelligent educational systems: An experimental analysis
A huge number of studies attest that learning is facilitated if teaching strategies are in
accordance with students learning styles, making the learning process more effective and …
accordance with students learning styles, making the learning process more effective and …
Systematic literature review for the use of AI based techniques in adaptive learning management systems
Nowadays, learning management systems are widely employed in all educational
institutions to instruct students as a result of the increasing in online usage. Today's learning …
institutions to instruct students as a result of the increasing in online usage. Today's learning …
A proposed architectural learner model for a personalized learning environment
Nowadays, the need for e-learning is amplified, especially after the Covid-19 pandemic. E-
learning platforms present a solution for the continuity of the learning process. Learners are …
learning platforms present a solution for the continuity of the learning process. Learners are …
An evolving learning style detection approach for online education using bipartite graph embedding
The increasingly widespread online education recently enabled a new form of teaching,
learning, and overall educational outcome. However, the need of personalization is required …
learning, and overall educational outcome. However, the need of personalization is required …