Task Knowledge Patterns Reuse in Multi-Agent Systems Development
Template-based knowledge models can be viewed as design patterns for specifying a task . The models can serve as reusable artifacts during the development of a multi agent system using the MAS-CommonKADS methodology. However, based on our observation of existing patterns, we note limitations of reusing those patterns in agent development. This paper presents task knowledge patterns that are described through our improved agent oriented template structure. The improved template structure presented in this paper provides an alternative approach to defining task knowledge patterns by incorporating a two dimensional view of agent oriented models. The task knowledge patterns introduced in this paper describe task knowledge in an agent context, while explicitly providing a description designed to encourage use and reuse in agent oriented software development. A demonstration of the reuse of task knowledge patterns in agent oriented modelling is presented in this paper. Specifically we show how a particular task knowledge pattern, selection of relevant source materials, can be used to rapidly prototype an adviser finder multi-agent system.
Keywordsagent-oriented modeling task knowledge patterns advisor finder
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- 1.Sterling, L., Taveter, K.: The Art of Agent Oriented Modelling. MIT Press, Cambridge (2009)Google Scholar
- 2.Do, T.T., Kolp, M., Pirotte, A.: Social patterns for designing multi-agent systems. In: Proceedings of the 15th International Conference on Software Engineering and Knowledge Engineering. Citeseer (2003)Google Scholar
- 4.Luck, M., McBurney, P., et al.: Agent technology: Enabling next generation computing. In: Agent Link Community, pp. 74–75 (2003)Google Scholar
- 5.Chandrasekaran, B., Josephson, J.R., et al.: The ontology of tasks and methods. In: Proceedings of the Eleventh Workshop on Knowledge Acquisition, Modelling and Management (KAW 1998), pp. 18–23 (1997)Google Scholar
- 6.Annamalai, M.: Modelling knowledge for scientific collaboration on the semantic web, The Melbourne University. PhD (2006)Google Scholar
- 7.WaiShiang, C.: Patterns for Agent oriented software development, The Melbourne University. PhD (2010)Google Scholar
- 8.Newell, A.: The knowledge level. In: AI Magazine, Department of Computer Science, Carnegie-Mellon University (1981)Google Scholar
- 11.Schreiber, G.: Knowledge engineering and management: the Common KADS methodology. MIT Press (2000)Google Scholar
- 12.Henderson-Sellers, B., Giorgini, P.: Agent-oriented methodologies. Idea Group Pub. (2005)Google Scholar
- 13.Abasolo, J.M., Gómez, M.: MELISA: An ontology-based agent for information retrieval in medicine. In: Proceedings of the First International Workshop on the Semantic Web, vol. 3, pp. 73–82 (2000)Google Scholar
- 15.Loewus-Deitch, D., Herdrick, B.: The Sourcerer: An Expert Human Resource Agent; Nick, A., Koenemann, J., et al.: ELFI: information brokering for the domain of research funding. Computer Networks and ISDN Systems 30(16-18), 1491–1500 (1998)Google Scholar