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 …

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 …

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 …

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. …

[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 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 …

Comparing strategies for modeling students learning styles through reinforcement learning in adaptive and intelligent educational systems: An experimental analysis

FA Dorça, LV Lima, MA Fernandes… - Expert Systems with …, 2013 - Elsevier
… ► We propose a new approach for automatic detection of students learning styles (LS). ►
It uses the concept of dimensions, and describes LS in much detail. ► It uses probabilities to …

Modeling student learning styles in MOOCs

Y Shi, Z Peng, H Wang - Proceedings of the 2017 ACM on Conference …, 2017 - dl.acm.org
… Our work di ers from them by formalizing the ndings from our behavioral analysis and …
formulate latent learning styles via computational models and identify the latent student groups via …

Learning Styles. What Research Says to the Teacher Series.

JC Reiff - 1992 - ERIC
… in their understanding of children's learning styles, and it is emphasized that … education,
and personal determination and commitment are crucial in a positive learning styles classroom. …