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Context-Aware Multi-Agent Planning in intelligent environments

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Context-Aware Multi-Agent Planning in intelligent environments

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dc.contributor.author Pajares Ferrando, Sergio es_ES
dc.contributor.author Onaindia de la Rivaherrera, Eva es_ES
dc.date.accessioned 2014-07-02T07:29:07Z
dc.date.issued 2013-04-01
dc.identifier.issn 0020-0255
dc.identifier.uri http://hdl.handle.net/10251/38513
dc.description.abstract A system is context-aware if it can extract, interpret and use context information and adapt its functionality to the current context of use. Multi-agent planning generalizes the problem of planning in domains where several agents plan and act together, and share resources, activities, and goals. This contribution presents a practical extension of a formal theoretical model for Context-Aware Multi-Agent Planning based upon an argumentationbased defeasible logic. Our framework, named CAMAP, is implemented on a platform for open multiagent systems and has been experimentally tested, among others, in applications of ambient intelligence in the field of health-care. CAMAP is based on a multi-agent partial-order planning paradigm in which agents have diverse abilities, use an argumentation-based defeasible contextual reasoning to support their own beliefs and refute the beliefs of the others according to their context knowledge during the plan search process. CAMAP shows to be an adequate approach to tackle ambient intelligence problems as it gathers together in a single framework the ability of planning while it allows agents to put forward arguments that support or argue upon the accuracy, unambiguity and reliability of the context-aware information. es_ES
dc.description.sponsorship This work is mainly supported by the Spanish Ministry of Science and Education under the FPU Grant Reference AP2009-1896 awarded to Sergio Pajares Ferrando, and Projects, TIN2011-27652-C03-01, and Consolider Ingenio 2010 CSD2007-00022. en_EN
dc.format.extent 21 es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation Spanish Ministry of Science and Education under the FPU Grant Reference AP2009-1896 es_ES
dc.relation TIN2011-27652-C03-01 es_ES
dc.relation Consolider Ingenio 2010 CSD2007-00022 es_ES
dc.relation.ispartof Information Sciences es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Context-aware reasoning es_ES
dc.subject Ambient intelligence es_ES
dc.subject Multi-agent planning es_ES
dc.subject Defeasible argumentation es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Context-Aware Multi-Agent Planning in intelligent environments es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.ins.2012.11.021
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Pajares Ferrando, S.; Onaindia De La Rivaherrera, E. (2013). Context-Aware Multi-Agent Planning in intelligent environments. Information Sciences. 227:22-42. doi:10.1016/j.ins.2012.11.021 es_ES
dc.description.accrualMethod Senia es_ES
dc.relation.publisherversion http://dx.doi.org/10.1016/j.ins.2012.11.021 es_ES
dc.description.upvformatpinicio 22 es_ES
dc.description.upvformatpfin 42 es_ES
dc.type.version info:eu repo/semantics/publishedVersion es_ES
dc.description.volume 227 es_ES
dc.relation.senia 253839


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