Student behavior analysis to detect learning styles in Moodle learning management system

Y Ikawati, MUH Al Rasyid… - 2020 International …, 2020 - ieeexplore.ieee.org
Learning style refers to the chosen way students learn, process, interpret, and store … In this
study, we developed a new analysis to automatically detect student learning styles based on …

Student behavior analysis to predict learning styles based felder silverman model using ensemble tree method

Y Ikawati, MUH Al Rasyid… - … International Journal of …, 2021 - emitter2.pens.ac.id
study proposes how to dynamically detect learning styles based on Moodle's student behaviour
analysis… the appropriate student learning style, we can analyze student behavior based …

Learning styles: Concepts and evidence

H Pashler, M McDaniel, D Rohrer… - … science in the public …, 2008 - journals.sagepub.com
… We argue that this analysis is a useful, and essential, prerequisite to organizing and
appraising the evidence on learning styles. Finally, we describe the results of our search of …

Student behaviour analysis to detect learning styles using decision tree, Naïve Bayes, And K-Nearest Neighbor method in moodle learning management system

ST Sianturi, UL Yuhana - IPTEK The Journal for Technology and …, 2022 - iptek.its.ac.id
… a learners’ statistical analysis of dynamic student behavior on the LMS. In e-learning,
learning styles are generated based on the total number of student visits to learning objects. The …

Identifying learning styles in learning management systems by using indications from students' behaviour

S Graf, TC Liu - … conference on advanced learning …, 2008 - ieeexplore.ieee.org
… In this paper, we propose an automatic student modelling approach for identifying learning
styles in learning management systems (LMSs). LMSs such as Moodle [7] and WebCT [8] are …

[PDF][PDF] Survey of research on learning styles

R Dunn, JS Beaudry, A Klavas - Educational leadership, 1989 - researchgate.net
Learning style is a biologically and developmentally imposed set of personal characteristics
… has a learning style—it's as individual as a signature. Knowing students' learning styles, we …

The student learning process: Learning styles or learning approaches?

PF Cuthbert - Teaching in Higher education, 2005 - Taylor & Francis
student learning is considered. Overall it is concluded that investigation of studentsLearning
Styles or Approaches to Learning … more benefit to the teacher than to the individual student. …

The relationship of Kolb learning styles, online learning behaviors and learning outcomes

H Lu, L Jia, S Gong, B Clark - Journal of Educational Technology & Society, 2007 - JSTOR
learning environments. Multiple regression analysis found that learning style had a
significant impact on the students’ participation and enjoyment level. Fahy (2005) conducted a …

The relationship between learning styles, learning environments, and student success

BM McCann - Journal of agricultural education, 2006 - jae-online.org
… and learning styles. Four studies were noted in the context of this study that investigated the
variables of learning style and … Cano and Garton (1994) conducted a study that followed 82 …

Learning styles: An overview of theories, models, and measures

S Cassidy* - Educational psychology, 2004 - Taylor & Francis
… much further, research in the area of learning style has been active for—at a conservative …
area of learning style is being conducted in domains outside psychology—the discipline from …