With the growing demand in e-learning, numerous research works have been done to enhance teaching quality in e-learning environments. Among these studies, researchers have indicated that adaptive learning is a critical requirement for promoting the learning performance of students. Adaptive learning provides adaptive learning materials, learning…

In this paper, a dropout prediction method for e-learning courses, based on three popular machine learning techniques and detailed student data, is proposed. The machine learning techniques used are feed-forward neural networks, support vector machines and probabilistic ensemble simplified fuzzy ARTMAP. Since a single technique may fail to…

A classification system that was developed for the use of agent-based models was applied to strategies used by school-aged students to interrogate an agent-based model and a system dynamics model. These were compared, and relationships between learning outcomes and the strategies used were also analysed. It was found that the classification system…

The purpose of this study was to investigate the efficacy of audio-visual synchrony in podcasting and its possible pedagogical benefits. "Synchrony" in this study refers to the simultaneous playback of audio and video data streams, so that the transitions between presentation slides occur at "lecturer chosen" points in the audio commentary.…

The term "interactive" appears in two distinct strands of educational research discourse: one concerning pedagogy and the other concerning new technologies in education. As new technology increasingly pervades most classrooms in the UK, it seems likely that it would be fruitful to explore, both theoretically and empirically, links…

Aims: Do college students' ratings of a professor's teaching effectiveness suggest that a professor's teaching improves with time? Does anything predict which instructors receive the highest ratings or improve the fastest? And, importantly, do the correlates of change differ across face-to-face and online courses? Methods: I used data from 10,392…

This paper builds on research into using multimedia and hypermedia as creative writing tools and reports on a study in using a hypermedia authoring program with middle-years students at an Australian secondary school. The study explored a classroom where collaborative work built on the technical facilities and expertise of young people. The paper…

The popularity of distance education has grown rapidly over the last decade in Taiwan's higher education, yet many fundamental teaching-learning issues are still in debate. While teacher-student interaction is a key success factor in distance education, little work has been done on the teachers. The intent of this research was to clarify teacher's…

Recently, e-learning in Taiwan's higher education faces new challenges as the Ministry of Education begins to loosen its control over degree-awarding programs. Studies on stakeholder perceptions toward important e-learning issues become critical at this juncture for policy makers to make viable investment decisions toward e-learning programs.…