Formalising Information Scoring in a Multivalued Logic Framework

Abstract : This paper addresses the task of information scoring seen as measuring the degree of trust that can be invested in a piece of information. To this end, it proposes to model the trust building process as the sequential integration of relevant dimensions. It also proposes to formalise both the degree of trust and the process in an extended multivalued logic framework that distinguishes between an indifferent level and the actual impossibility to measure. To formalise the process, it proposes multivalued combination operators matching the desired behaviours.
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Adrien Revault d'Allonnes, Marie-Jeanne Lesot. Formalising Information Scoring in a Multivalued Logic Framework. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU2014, Jul 2014, Montpellier, France. pp.314-324, ⟨10.1007/978-3-319-08795-5_33⟩. ⟨hal-01215584⟩

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