posted on 2022-08-23, 10:44authored byDamien Meere
The main work reported in this thesis is the proposition, design and implementation of a
novel InfoStation-based multi-agent system, which facilitates the delivery of
contextualised and personalised mobile eLearning (mLearning) services, to supplement
the traditional educational experience.
In support of refining the motivation for this initiative a comprehensive investigation
into the evolution, status, characteristics and attributes of technology enhanced learning
was carried out and is reported here. This includes details on a number of recent
initiatives in the use of eLearning within educational institutions.
The design and establishment of the InfoStation-based enhanced mLearning architecture
reported here is based on an agent-oriented approach, so as to facilitate the requisite
system flexibility and adaptability. Towards this end, the Java Agent DEvelopment
(JADE) framework was incorporated to support the development and management of
intelligent software agents within the multi-agent system. The approach towards
deployment of agents within mobile environments, along with the protocols and
communications mechanisms supporting communications between mobile and serverbased
agents, is set out.
The mechanisms and designs to realise and support the key general system goal, as well
as the functionality supporting the contextualisation and personalisation of services,
which are presented to system users, through the incorporation of the Wireless
Universal Resource FiLe (WURFL), are described. This includes mechanisms
supporting the resolution of requesting-device capabilities to provide contextualisation
information, as well as user-specific personalisation information, so as to facilitate
effective service delivery customised to the user-device as well as the user.
Furthermore, in conjunction with the implementation of the main components, this
thesis presents and elaborates on a suite of mobile learning (mLearning) services
incorporated into this system. This includes detailing interactions and interoperations
within the main system components in facilitating each service. The presentation
highlights various design choices and decisions, together with the process through
which each was developed.
Finally, the deployment of the system is described. Various evaluation tests of the
system’s effectiveness in supporting educational practices are reported, and ideas for
further development and enhancement presented.
The author has also published much of the research reported here in international peer
reviewed journal papers (8), papers within conferences proceedings (31) as well as other
edited book chapters (5).
Funding
A new method for transforming data to normality with application to density estimation