How much is " about " ? Fuzzy interpretation of approximate numerical expressions

Abstract : Approximate Numerical Expressions (ANEs) are linguistic expressions involving numbers and referring to imprecise ranges of values , such as " about 100 ". This paper proposes to interpret ANEs as fuzzy numbers. A model, taking into account the cognitive salience of numbers and based on critical points from Pareto frontiers, is proposed to characterise the support, the kernel and the 0.5-cut of the corresponding membership functions. An experimental study, based on real data, is performed to assess the quality of these estimated parameters.
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https://hal.sorbonne-universite.fr/hal-01298002
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Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki. How much is " about " ? Fuzzy interpretation of approximate numerical expressions. 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'16), Jun 2016, Eindhoven, Netherlands. ⟨hal-01298002⟩

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