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…

The affordances of learning analytics (LA) tools and solutions are being increasingly harnessed for enhancing 21st century pedagogical and learning strategies and outcomes. However, use cases and empirical understandings of students' experiences with LA tools and environments aimed at fostering 21st century literacies, especially in the K-12…

Using as a backdrop Vannevar Bush's 1945 discussion of the "Memex," his proposed system for organizing and storing information, this paper considers the development of intelligent multimedia knowledge systems. Particular attention is focused on learner needs and intentions in information seeking, and the implications of these factors for…

A current project is underway to develop a multimedia system that would support the teaching and learning of Chinese characters, as well as provide a platform for conducting research into the cognitive aspects of Chinese language acquisition. Although the number of commonly used Chinese characters amounts to thousands, there are many structural…

This document presents a theoretical approach and a methodology for analyzing data from students interacting with and learning from hypermedia systems. Interactions are mutually influenced by individual students' goals and strategies and the actions supported by the interface of the learning environment. The approach is illustrated by modelling…

In 1997, 558 Compaq Armada 1510 notebook computers and Canon color bubble-jet printers were distributed to incoming freshman at Grove City College (Pennsylvania) as a part its Information Technology Initiative (ITI). Objectives of the ITI were: (1) to prepare students for excellence in their chosen profession by providing the necessary…

This paper makes basic assumptions regarding the development of an intranet architecture that will actively promote the cognitive apprenticeship of a new community of learners. The authors consider the intranet as a dynamic and virtual environment in which individuals may communicate, share resources, and reciprocally generate and organize…

Confronted with the pressure of a rapidly changing environment, organizations demand new skills and capabilities of future managers. These demands and the findings of learning theory necessitate a corresponding change in education of tomorrow's managers. Future management education requires a balance between the imparting of knowledge to the…

This research explored the thesis that mental model construction can be an effective instructional strategy for mental models learning by constructing a prototype that embodies this approach. The mental model to be learned was the Internet, including the components of the Internet, their functions, and their relationships to one another. To do…