Title :
Developing a Multi-agent Architecture at the Computational Level to Transform Human-Oriented Solutions into Computer-Based Artefacts
Author :
Kitjongthawonkul, Somkiat
Author_Institution :
Sch. of Bus., Australian Catholic Univ., Melbourne, VIC, Australia
Abstract :
We have proposed elsewhere [1] that a framework for human-centred systems development can be conceptualised to encompass the four main components in its design, consisting of the activity-centred analysis component, problem solving ontology component, transformation ontology, and the multimedia interpretation component. This paper elaborates on the framework further at the computational level. At the computational level, the characteristics of software models such as object-oriented, agent, and intelligent technology are examined and their modelling strengths are integrated with the problem solving ontology and the multimedia interpretation. The outcome of this integrated reinforcement is a multi-agent architecture, which represents the transformation agent component of the framework (on the computational level). Some of the emerging characteristics of the architectural framework worth mentioning include human-centredness, task orientation, distributedness, reliability and flexibility of methods used to accomplish tasks.
Keywords :
multi-agent systems; multimedia computing; ontologies (artificial intelligence); problem solving; activity-centred analysis component; architectural framework; computational level; computer based artefacts; human oriented solutions; human-centred system development; multiagent architecture; multimedia interpretation component; problem solving ontology component; transformation ontology; Adaptation models; Artificial intelligence; Computational modeling; Computer architecture; Data models; Object oriented modeling; Problem-solving; Agent model; Intelligent technology model; Multi-agent architecture; Multimedia intepretation model; Object model; Problem solving adapter model; Transformation agent; component;
Conference_Titel :
Intelligent Systems, Modelling and Simulation (ISMS), 2012 Third International Conference on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4673-0886-1
DOI :
10.1109/ISMS.2012.119