An Efficient Learning Model for Mobile Environments using Graph and Probability Analysis

Abstract

In this paper, our approach uses two views in modeling: the physical view and the logical view. In the physical view, we consider and model the link reliability (communication links), Multi-access Probability (the access problems), moving patterns (user’s learning behavior), and data allocations (location management) in the mobile learning environment. In the logical view, we consider and model the course planning strategy to find the suitable way for a learner to learn a particular curriculum (consists of courseware units). A course planning scheme is to suggest a learning sequence. Numerical examples are given to enumerate the proposed approach.