Nowadays technological advancement enables multiple education scenarios, like online learning and technology enhanced classroom learning. Both of these scenarios share a common level of knowledge about the learner and his or her learning preferences. This knowledge is limited and in most scenarios gathered via a learner survey. This situation limits system capability on delivering individualise...

While there are several tools to study learning styles of students, the visual-aural-read/write-kinesthetic (VARK) questionnaire is a simple, freely available, easy to administer tool that encourages students to describe their behavior in a manner they can identify with and accept. The aim is to understand the preferred sensory modality (or modalities) of students for learning. Teachers can use...

Effective learning varies based on the students’ different styles and intelligence across curriculum. This research determines multiple intelligences of 250 second-year education students 200 engineering students. It employed a stratified sampling technique in data collection process. reveals that individual, group, auditory, visual are among most common styles, while visual, kinesthetic were p...

A program using rules of music theory was written to create original compositions. Following the rules of music theory guarantees harmonious compositions, but certain aspects of musical composition cannot be defined by music theory. It is in these aspects of musical composition where the human mind uses creativity. The current research utilizes a genetic algorithm to make decisions that cannot ...

Numerous studies are currently being carried out on personalized services based on data analysis to find and provide valuable information about information overload. Furthermore, the number of studies on data analysis of teaching-learning activities for personalized services in the field of teaching-learning is increasing, too. This paper proposes a learning style recency-frequency-durability (...

Introduction or decades educators have recognized that learners bring a variety of degrees of knowledge and of learning preferences to learning environments. These recognized differences in learning preferences have given rise to a number of strategies which have resulted in limited success in creating learning environments in which the strengths of the user are used to enrich the learning expe...

Learning styles are considered to be one of the factors that need to be taken into account in developing adaptive learning systems. However, few studies have been conducted to investigate if students have the ability to choose the best-fit e-learning systems or content presentation styles for themselves in terms of learning style perspective. In this paper, we aim to investigate these issues by...