Fuzzy Argumentation System for Decision Support

Nouredine Tamani 1 Madalina Croitoru 1
1 GRAPHIK - Graphs for Inferences on Knowledge
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier, CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : We introduce in this paper a quantitative preference based argumentation system relying on ASPIC argumentation framework and fuzzy set theory. The knowledge base is fuzzified to allow the experts to express their expertise (premises and rules) attached with grades of importance in the unit interval. Arguments are attached with a score aggregating the importance expressed on their premises and rules. Extensions are then computed and the strength of each of which can also be obtained based on its strong arguments. The strengths are used to rank fuzzy extensions from the strongest to the weakest one, upon which decisions can be made. The approach is finally used for decision making in a real world application within the EcoBioCap project.
Type de document :
Communication dans un congrès
Springer International Publishing. IPMU: Information Processing and Management of Uncertainty, Jul 2014, Montpellier, France. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - Part II Communications in Computer and Information Science (442), pp.77-86, 2014, Information Processing and Management of Uncertainty in Knowledge-Based Systems. 〈10.1007/978-3-319-08795-5_9〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-01089603
Contributeur : Nouredine Tamani <>
Soumis le : mardi 2 décembre 2014 - 09:12:59
Dernière modification le : jeudi 24 mai 2018 - 15:59:22

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Nouredine Tamani, Madalina Croitoru. Fuzzy Argumentation System for Decision Support. Springer International Publishing. IPMU: Information Processing and Management of Uncertainty, Jul 2014, Montpellier, France. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems - Part II Communications in Computer and Information Science (442), pp.77-86, 2014, Information Processing and Management of Uncertainty in Knowledge-Based Systems. 〈10.1007/978-3-319-08795-5_9〉. 〈lirmm-01089603〉

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