A Mobile Context-aware Framework for Managing Learning Schedules - Data Analysis from a Diary Study

We report the results of a diary study to determine whether a diary approach could be used as a successful way of retrieving a) the user’s learning contexts, b) which learning contexts are significant for consideration within an m-learning application, and c) which learning materials are appropriate for which learning situation. Analyses of data provided by 32 participants have helped us to establish the applicability of using a learning schedule for retrieving a learner’s location and available time contexts. This understanding was required in order to determine the realistic usability and potential deployment of our mobile context-aware learning schedule (mCALS) framework, which uses a learner’s schedule (i.e. electronic organizer) to retrieve their location and available time contexts. The purpose of this framework is to suggest appropriate learning materials to students based on the values of the proposed contexts (including learning styles, knowledge level, concentration level and frequency of interruption, at the point of usage). The study suggests that the framework should include verification methods to counter against the possibility of students not adhering precisely to their planned learning schedules. Motivation was established as a crucial learning context which should be incorporated into adaptive mobile learning applications.