Learning styles are more and more incorporated in technology enhanced learning and a lot of research work is done in this area. For example, systems are developed which provide adaptivity according to the learning styles of students; relationships to students’ performance and other characteristics of students such as cognitive traits are investigated, and techniques are designed to derive the l...

Adaptivity in e-learning systems can be provided by efficient modeling of the learners. Learners are modeled based on their individual needs, differences and preferences. In this context, learning styles models are generally used for adaptivity purposes, as they model how the users learn in an effective way. Felder and Silverman learning styles model is the most widely used learning styles mode...

Learning styles are personal qualities that influence the way students interact with their learning environment, peers, and teachers (Alkhasawe, Mrayyan, Docherty, Alashram, & Yousef, 2008). According to Felder and Silverman (1988), mismatches exist between common and traditional learning styles of engineering students and traditional teaching styles of engineering professors. Felder (1996) ind...

It is well known that personalized tutoring helps to improve the learning process and to obtain better results. With this aim we are developing a model including the learning styles of the students. We based our model on the Felder-Silverman Learning Styles Model. According to the student learning style, the instruction is established by a proposed set of rules. To prove our model we propose to...

An educational gamification is a new approach that has developed hopes to increase the effectiveness of learning. Computer game users are actually players that are categorized according to their personalities and have different learning styles. To achieve maximum performance in designing gamified learning, one can determine the relationship between player types and their learning styles, and th...

Personalized E-learning, as an intelligent package of technology enhanced education tends to overrule the traditional practices of static web based E-learning systems. Delivering suitable learning objects according to the learners’ knowledge, preferences and learning styles makes up the personalized E-learning. This paper proposes a novel approach for classifying and selecting learning objects ...

In this paper, a new model for adaptive e-learning based on learner's styles is presented. In the previous work, the dimensions of learner's styles given by Felder-Silverman did not consider some important issues of the learner himself. Here, new learner's parameters such as his social environment, health conditions, psychological and economical states are taken into account. Such parameters gr...

Virtual Worlds is a promising new medium for educational activities that should address several learning styles and preferences. Learning styles has long been considered a very crucial parameter for designing effective learning experiences. In this study, two learning modalities, i.e. a scenario-based virtual world and a simple web site have been employed in order to investigate their effects o...

The student’s interaction in e-learning which were captured in the log file can be intelligently examined to diagnose students’ learning style. This is important since a student’s behaviour while learning online is among the significant parameters for adaptation in e-learning system. Currently, Felder Silverman (FS) is a common learning style model that is frequently used by many researchers fo...

The aim of this study was to investigate the learning styles prospective biology teachers in Islamic universities (PBTs-IU) Indonesia during COVID-19 pandemic. 195 PBTs-IU were surveyed by using Felder-Silverman Learning Style instruments. results show that online practice and like dimensions styles, such as active – social oriented learning, sensing existing ways, concrete material, careful wi...