Determining Learning Style Preferences of Learners

The use of Information and Communication Technology (ICT) in education has been rapidly growing recent years which converted conventional classrooms teaching environments into online learning (OL) environment. Online system is gaining popular widely accepted the world due to current pandemic COVID 19. This created an opportunity take classes through several platforms. research was also done during pandemic. data were collected from one undergraduate courses where there 108 learners. objective study determine style preferences based on learner’s interactions data. used model called Felder Silverman Learning Style Model (FSLSM) implemented this preferences. learners classified according two dimensions i.e., input processing FSLSM. Further, treebased classifier such as decision tree random forest implemented. Decision had a better performance terms accuracy than forest. type very much beneficial instructors, researchers administrators working field learning. article updated.A correction published January 25, 2022 can be found at https://doi.org/10.30564/jcsr.v4i1.4400