Agent-based execution of personalised home care treatments |
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Authors: | David Isern Antonio Moreno David Sánchez Ákos Hajnal Gianfranco Pedone László Z Varga |
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Affiliation: | 1.Department of Computer Science and Mathematics, Intelligent Technologies for Advanced Knowledge Acquisition (ITAKA) Research Group,University Rovira i Virgili,Tarragona,Spain;2.Computer and Automation Research Institute of the Hungarian Academy of Sciences (Sztaki),Budapest,Hungary |
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Abstract: | Home Care services are notoriously difficult to deliver efficiently, due to the heterogeneity of the involved actors and the
usual co-morbidity of the patients assisted at home. The K4Care platform proposes an agent-based three-layered architecture
aimed at addressing these two issues and facilitate the provision of these services. The development of the platform was supported
by a methodology to help the automation of the modelling and implementation of the multi-agent system. The intelligent agents
of the platform, which personify the Home Care domain actors, have the capability to guide the execution of administrative
and medical processes, driving the flux of knowledge and control among all the involved professionals, simplifying their interactions
and capturing new medical knowledge emerging from physicians. The platform also provides tools that allow medical practitioners
to develop personalised treatments, adapted to the clinical and social circumstances of each patient and based on the standard
international recommendations for the most frequent Home Care pathologies. The paper describes the architecture of the system,
how personalised treatments are created, and how they are executed through the co-ordinated work of agents. A comparison with
other relevant guideline execution systems and an evaluation of the actual state of the work are also provided. |
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