Classification of Learning Styles in Virtual Learning Environment Using J48 Decision Tree.

RR Maaliw III, MA Ballera - International Association for Development of the …, 2017 - ERIC
… accordance to their learning styles. It … learning styles are not supported. This study focuses
in the detection and identification of student’s learning style in the context of a virtual learning

Prediction of student learning style using modified decision tree algorithm in e-learning system

T Sheeba, R Krishnan - … of the 2018 International Conference on Data …, 2018 - dl.acm.org
… misclassification of individual students learning style. Hence, … decision rules to strengthen
the existing decision tree classifier to accurately and precisely classify students learning style

[PDF][PDF] Detection of E-learners' learning styles: an automatic approach using decision tree

AA Kalhoro, S Rajper, GA Mallah - International Journal of Computer …, 2016 - academia.edu
… The Kolb’s learning styles [12] is used to understand the learning styles of the students
and for automatic detection of LS, the Decision Tree Induction is used. The web logs of the e-…

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
… Many use classification algorithms, including Decision Tree, Neural Network, and Bayesian
Network, based on several similar studies for learning style prediction. The Decision Tree

On predicting learning styles in conversational intelligent tutoring systems using fuzzy decision trees

K Crockett, A Latham, N Whitton - International Journal of Human …, 2017 - Elsevier
… to their learning style. This paper proposes a new method that uses fuzzy decision trees to
… for all dimensions of the Felder Silverman Learning Styles model. Results using live data …

[PDF][PDF] Using decision tree C4. 5 algorithm to predict VARK learning styles

O Pantho, M Tiantong - International Journal of the Computer, the …, 2016 - academia.edu
… to classify VARK learning styles of learners by using Decision Tree C4.… yielded a result of
learners’ VARK learning styles with an … The decision tree obtained from the VARK learning style

Utilizing decision tree machine learning model to map dental students' preferred learning styles with suitable instructional strategies

LA Shoaib, SH Safii, N Idris, R Hussin… - BMC Medical …, 2024 - Springer
… Hence, this study aimed to facilitate SCL application in dentistry utilising a decision tree
machine learning (ML) technique to map dental students’ preferred learning styles (LS) with …

VARK learning style classification using decision tree with physiological signals

LIF Dutsinma, P Temdee - Wireless Personal Communications, 2020 - Springer
decision tree is used in this study as the classifier for classification of VARK learning style. …
For this study, TP means the classifed learning style by decision tree is classifed the same as …

Comparison of Decision Tree Methods in Classification of Researcher’ s Cognitive styles in Academic Environment

ZN Balagatabi, R Ibrahim, HN Balagatabi - Jurnal Teknologi, 2015 - journals.utm.my
… of classification for decision tree involved 6 decision tree classification methods. These were
namely: J48, LMT, Random Forest, Random Tree, REP Tree and Decision Stump. First, in …

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
… The method used for classification is to use three classifications: Decision Tree, Naïve …
showed that the Decision Tree method could better detect and predict learning styles, namely …