Machine learning and data mining techniques have been widely used in educational settings to identify the important features that tend to influence students' learning performance and predict their future performance. However, there is little to no research done in the context of Singapore's education. Hence, this study aims to fill the gap by…

This article describes the design and initial implementation of a multidisciplinary, integrative learning course on the art and science of virtual worlds. The course combines complementary disciplines -- Computing, Physics, and Narrative Art -- in a single general education course for first-year students. The course attempts to incorporate…

A teacher's objective is to provide students the cognitive strategies that enable them to think critically, make decisions, and solve problems. In order to guide student learning, teachers should be aware of the concepts that are prerequisite to the understanding of others and also of typical student misconceptions. The goal of this study was to…

The purpose of this study was to examine whether students' self-regulation skills impact their success and satisfaction in an online learning environment. Data was collected from one hundred and fifty-five students taking an online introductory programming course offered as a part of certification curriculum in a public university in Turkey. The…

The concept of flipping the classroom is slowly gaining tractions at all levels of education. An ever-growing set of resources gives unprecedented access to Information Technology (IT), Computer Science (CS), and Information Systems (IS) students to a significant amount of supplemental material. Videos, interactive demonstrations, and sandboxes…

Instructional design and technology products result from many options and constraints. On the one hand, solutions should be creative, effective and flexible; on the other hand, developers and instructors need precise guidance and details on what to do during development and implementation. Communication of and about designs is supported by design…

This paper presents the successful integration of the evaluation engine of Mooshak into the open source learning management system Claroline. Mooshak is an open source online automatic judge that has been used for international and national programming competitions. although it was originally designed for programming competitions, Mooshak has also…

Reading literacy has been a major problem for American students for the past several years. Educators have struggled to find a solution to this problem that will help students while at the same time maintain their interest in the subject matter. Educational video games and other e-learning technologies have made their way into classrooms and homes…

Studies have shown that when learning occurs in an environment that uses animated pedagogical agents and personalized instruction, the learner learns the material more deeply and can recall it easier when compared to learning without an agent. Thus, an effective learning system creates personalized contexts for each learner. The "one size fits…

Reading content of the Web is increasingly popular. When students read the same material, each student has a unique comprehension of the text and requires individual support from appropriate references. Most references in typical web learning systems are unorganized. Students are often required to disrupt their reading to locate references. This…

A collaboration between three higher education institutions in Ireland and two European partners has resulted in the design and development of reusable learning objects for undergraduate programming students that would assist in their learning. This international project conducted extensive research of over 600 students' examination scripts in…

To overcome weakness and faults of a web-based e-learning course such as Artificial Intelligence (AI), an immune agent was proposed, simulating a natural immune mechanism against a virus. The immune agent was built on the multi-dimension education agent model and immune algorithm. The web-based AI course was comprised of many files, such as HTML…

This article introduces the architecture and implementation of an authoring system capable of modular and standard compatible course development. This system enables the aggregation of learning objects into higher course structures and reuse in different learning scenarios. The concept of modular course development is based on the construction kit…

Traditionally, novice programmers have had difficulties in three distinct areas: breaking down a given problem, designing a workable solution, and debugging the resulting program. Many programming environments, software applications, and teaching tools have been developed to address the difficulties faced by these novices. Along with advancements…

The need for e-learning systems that support a diverse set of pedagogical requirements has been identified as an important issue in web-based education. Until now, significant research and development effort has been devoted to aiming towards web-based educational systems tailored to specific pedagogical approaches. The most advanced of them are…