Identification of personal traits in adaptive learning environment: Systematic literature review
An adaptive learning environment provides personalised information to the learner through
self-directed study. An adaptive learning environment model can be subdivided into a …
self-directed study. An adaptive learning environment model can be subdivided into a …
Individual differences and personalized learning: a review and appraisal
SY Chen, JH Wang - Universal Access in the Information Society, 2021 - Springer
Personalized learning allows students to pursue individual learning goals at their own pace.
Such a benefit is achieved by understanding each individual's needs. Hence, it is important …
Such a benefit is achieved by understanding each individual's needs. Hence, it is important …
Differentiating the learning styles of college students in different disciplines in a college English blended learning setting
Learning styles are critical to educational psychology, especially when investigating various
contextual factors that interact with individual learning styles. Drawing upon Biglan's …
contextual factors that interact with individual learning styles. Drawing upon Biglan's …
Application of artificial intelligence in adaptation of gamification in education: A literature review
S Suresh Babu… - Computer Applications in …, 2024 - Wiley Online Library
The education system has been changing continuously with several new strategies for
effective student learning. E‐learning has provided the opportunity for students to learn from …
effective student learning. E‐learning has provided the opportunity for students to learn from …
Systematic literature review for the use of AI based techniques in adaptive learning management systems
VK Nadimpalli, F Hauser, D Bittner… - Proceedings of the 5th …, 2023 - dl.acm.org
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 …
Adaptive learning in computer science education: A scoping review
Adaptive learning is a teaching approach aiming to personalize the learning experience for
each student. In Computer Science Education (CSE), Adaptive Learning Systems (ALS) can …
each student. In Computer Science Education (CSE), Adaptive Learning Systems (ALS) can …
The variability of the reasons for student dropout in distance learning and the prediction of dropout-prone students
The adult education that is provided by Universities that use distance learning methods is
without doubt inseparable from high dropout rates, frequently higher than those in …
without doubt inseparable from high dropout rates, frequently higher than those in …
The study of virtual reality adaptive learning method based on learning style model
Y Lin, S Wang, Y Lan - Computer Applications in Engineering …, 2022 - Wiley Online Library
Learning style is the endogenous cause of students' unique behaviors when they are
performing learning tasks. The adaptive learning system that considers learning style can …
performing learning tasks. The adaptive learning system that considers learning style can …
Fuzzy Classification Approach to Select Learning Objects Based on Learning Styles in Intelligent E-Learning Systems
In e-learning systems, even though the automatic detection of learning styles is considered
the key element in the adaptation process, it does not represent the main goal of this …
the key element in the adaptation process, it does not represent the main goal of this …
Time Series Analysis for Education: Methods, Applications, and Future Directions
Recent advancements in the collection and analysis of sequential educational data have
brought time series analysis to a pivotal position in educational research, highlighting its …
brought time series analysis to a pivotal position in educational research, highlighting its …