| Agent-based intelligent collaborative care management |
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International Conference on Autonomous Agents
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Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
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Budapest, Hungary
DEMONSTRATION SESSION: Academic demos
table of contents
Pages 1387-1388
Year of Publication: 2009
ISBN:978-0-9817381-7-8
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Authors
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Kumari Wickramasinghe
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Monash University, Melbourne, Australia
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Christian Guttmann
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Monash University, Melbourne, Australia
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Michael Georgeff
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Monash University, Melbourne, Australia
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Hamid Gharib
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BT Research, Adastral Park, Ipswich, UK
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Ian Thomas
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Monash University, Melbourne, Australia
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Simon Thompson
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BT Research, Adastral Park, Ipswich, UK
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Heinz Schmidt
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RMIT University, Melbourne, Australia
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Downloads (6 Weeks): 12, Downloads (12 Months): 27, Citation Count: 0
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ABSTRACT
The aim of our research is to provide a unified model for the composition and management of consumer care services. We identify design, composition, distribution and management as key stages of this model and propose an Intelligent Collaborative Care Management (ICCM) System as its realisation. The distribution and management stages are implemented as multi-agent systems. Agents in the distribution stage carry out domain-specific negotiation and distribution processes for the assignment of tasks in the care plan. Through the agents in the management stage, we introduce the notion of "failure prevention" and "adherence support" in contrast to "failure recovery" in planning. The key to failure prevention is to identify what has to be carried out to prevent care plan failures. The healthcare domain is used to demonstrate the ICCM system.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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H. Schmidt, B. Kramer, I. Poernomo, and R. Reussner, Radical Innovations of Software and Systems Engineering in the Future, in Lecture Notes in Computer Science, chapter Predictable Component Architectures Using Dependent Finite State Machines. 2004, Springer-Verlag: Berlin, Germany. p. 310--324.
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D. Bu, E. Pan, D. Johnston, J. Walker, J. Adler-Milstein, D. Kendrick, J. M. Hook, Caitlin M. Cusack, D. W. Bates, B. Middleton, The Value of Information Technology-Enabled Diabetes Management. 2007: Healthcare Information and Management System Society (HIMSS).
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C. Guttmann, M. Georgeff, and I. Rahwan, Collective iterative allocation: Enabling fast and optimal group decision making. International Journal of Web Intelligence and Agent Systems. to appear in 2010.
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