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Interpretability of fuzzy linguistic summaries

Marie-Jeanne Lesot 1 Gilles Moyse 1 Bernadette Bouchon-Meunier 1 
1 LFI - Learning, Fuzzy and Intelligent systems
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : This paper investigates the question of the interpretability of fuzzy linguistic summaries, both at the sentence level and at the summary level, seen as a set of sentences. The individual sentence interpretability is examined as depending both on its representativity measured by a quality degree and on its linguistic expression. Different properties at the summary level are also discussed, namely their consistency, their non-redundancy and the information they convey.
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Submitted on : Thursday, January 8, 2015 - 11:28:58 AM
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Marie-Jeanne Lesot, Gilles Moyse, Bernadette Bouchon-Meunier. Interpretability of fuzzy linguistic summaries. Fuzzy Sets and Systems, Elsevier, 2016, 292, pp.307-317. ⟨10.1016/j.fss.2014.10.019⟩. ⟨hal-01097029⟩

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