This review presents the Universal Design Learning (UDL) approach to education. Classrooms have become increasingly diverse, with second language learners, students with disabilities, and students with differences in their perception and understanding information. Some students learn best through listening, while others learn best when presented…

The usefulness and limitation of Adaptive Hypermedia Learning System (AHLS) using Learning Style as an adaptor has been long discussed, and many empirical studies show the system can help students increase their academic performance comparing with the traditional classroom learning, but these studies were based on different subjects and…

Differentiating of instruction is salient as learners absorb information at their own styles. Differentiating of instruction is salient as learners absorb information at their own styles. Thus, determining their preferred mode of instruction as to their learning style is important. In attaining this, the researcher first determined the…

To improve students' learning performance through review learning activities, we developed a personalized intervention tutoring approach that leverages learning analysis based on artificial intelligence. The proposed intervention first uses text-processing artificial intelligence technologies, namely bidirectional encoder representations from…

This research report presents the preliminary findings of mixed-methods study examining the beliefs of trainee teachers regarding a number of 'learning myths', e.g., learning styles and multiple intelligences. Using a cross-sectional experimental design, survey data were collected from 65 pre-service teachers enrolled in a high-profile Bachelor of…

The aim of this study was to consider the activities and impact of personalisation in a UK higher education setting. It considered how personalisation has affected outputs in terms of progression, achievement, internship, enterprise project and international placement uptake within the Nottingham Business School at Nottingham Trent University.…

The diversity of skills, talents, and interests of students that we serve in our schools requires a remarkable range of teachers' skills, time, and resources. This brief article focuses on differentiation and the ways that teachers can adapt and differentiate the regular curriculum to meet the academic needs of all of their students. Challenges…

Online education has grown over the last ten years and with it has been an increase in diverse learners. In an effort to understand how online teachers meet the needs of diverse learners, researchers surveyed teachers in two cyber schools. 118 participants were asked their definition of differentiation and how differentiation is seen in their…

Educational researchers have extensively documented the benefits of utilizing learning styles in the processes of teaching and learning from early childhood to Adult Education (Burke & Dunn, 2003; Cicco, 2009). This article examines the need to consider and employ learning-styles instruction in the online classroom. Adult learners are unique…

The advancement of computer and communication technologies has enabled students to learn across various real-world contexts with supports from the learning system. In the meantime, researchers have emphasized the necessity of providing personalized learning guidance or support by considering individual students' status and needs in order to…

Differentiated instruction is becoming critical in higher education due to student diversity and background knowledge. Differentiated instruction does not mean matching teaching styles with learning styles as suggested by the learning styles theory. Findings in recent research studies have proved the lack of credible evidence for the utility of…

Carol Ann Tomlinson, a professor at the University of Virginia Curry School of Education, has led the push for differentiated instruction and sees a strong commitment by educators to tailoring teaching to student academic levels, learning styles, and personal interests. However, Tomlinson says barriers still stand in the way to making sure every…

This study aims to develop the core mechanism for realizing the development of personalized adaptive e-learning platform, which is based on the previous learning effort curve research and takes into account the learner characteristics of learning style and self-efficacy. 125 university students from Taiwan are classified into 16 groups according…

Personalized e-learning implementation is recognized as one of the most interesting research areas in the distance web-based education. Since the learning style of each learner is different one must fit e-learning with the different needs of learners. This paper presents an approach to integrate learning styles into adaptive e-learning hypermedia.…

Schools are facing tight budget times that call for doing more with less and finding ways to innovate, increase efficiency and effectiveness, and accelerate reform. At the top of the ideas for increasing productivity is moving ahead with efforts to personalize learning, leaving behind an instructional system modeled on the American factory of the…