Learner categorization has a pivotal role in making e-learning systems a success. However, learner characteristics exploited at abstract level of granularity by contemporary techniques cannot categorize the learners effectively. In this paper, an architecture of e-learning framework has been presented that exploits the machine learning based…

Results from this study show that the use of online discussion forums as an instructional tool in a face-to-face course improved undergraduate preservice teachers' critical thinking skills. Participants in the study were 93 students registered in four sections of an Educational Psychology course at a Midwestern university. To control for learning…

Constant and continued upgrade of skills and qualifications is imperative in a knowledge society (Davies, 1998; David and Foray, 2003), however identifying and using effective (maximise retention/recall) and efficient (minimise time to learn) learning practices is often a challenge. Spacing Effect is a robust phenomenon that suggests that the…

Electronic performance support systems (EPSS) can accommodate disparate learner knowledge, experiences, and methods of comprehension. However, learners may have ineffective cognitive strategies for using an EPSS environment. The solution described in this article is applied to a Web-based EPSS that has a simulation core. As the learner works in…

Discusses the effects of individual differences and cognitive styles on student learning in hypermedia programs and presents a cognitive model to illustrate how students with different cognitive styles react to non-linear learning in hypermedia by analyzing the findings of previous studies. Suggests implications for the design of hypermedia…

Designed to address the management and use of computer software in education and training, this paper explores both good and poor software design, calling for improvements in the quality of educational software by attending to design considerations that are based on general principles of learning rather than specific educational objectives. This…

Provides computer literate foreign language specialists in higher education with a manageable set of domain-specific design principles and guidelines for alleviating the complexity of design issues arising out of authoring hypermedia second language learning applications. Notes that the guidelines proposed result from a tailored selection process.…

Microcomputers in education are only valuable if there is software to stimulate each specific student. Teachers must understand each student's learning style then use computer software to meet individual needs. Students should become aware of their individual learning preferences and apply specific techniques to acquire knowledge more efficiently.…

Although the use of computers in the classroom has been heralded as a major breakthrough in education, many educators have yet to use computers to their fullest advantage. This is perhaps due to the traditional assumption that students differed only in their speed of learning. However, new research indicates that students differ in their style of…

The purpose of this study was to introduce the Mole Solver, a computer based system that facilitates monitors and improves the students' problems solving skills on mole concept. The system has three distinct modes that: i) finds step by step solutions to the word problems on the mole concept ii) enable students' to solve word problems on their own…

This study investigated the relationships between hypermedia users' information processing styles and navigational patterns. Three aspects of navigational patterns were investigated: navigational depth patterns that reveal how comprehensively users access; navigational path patterns that display what sequences users follow; and navigational method…

Based on current models of problem solving within cognitive psychology, this study focused on the spontaneous problem solving strategies used by children as they first learned LOGO computer programming, and on strategy transformations that took place during the problem solving process. The research consisted of a six weeks programming training…

Learning environment that facilitated the acquisition and expression of procedural skills in LOGO was set up for children in the 10- to 12-year range. Ten participants were placed in a series of situations that required them to manipulate programing procedures in LOGO. Analysis of children's behavior revealed their competence in manipulating…

Discusses reasons for failure in open learning, describes areas that can adversely affect student performance, and suggests possible corrective actions. Highlights include validation, or developmental testing, of courseware; the climate for learning; the role of local instructors; consequences of success or failure; course design; learning style…

Reports on a study that examined different learning strategies used by 63 Field-independent (FI) people and Field-dependent (FD) international college students in a hypermedia assisted language learning setting. Findings that describe the different types of media, tools, and learning aids chosen by FI and FD students are reported. (27 references)…