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- W38551386 abstract "AbstractThe (mathcal{EL}) family of description logics (DLs) has been successfully applied for representing the knowledge of several domains, specially from the bio-medical fields. One of its principal characteristics is that its reasoning tasks have polynomial complexity, which makes them suitable for large-scale knowledge bases. In their classical form, description logics cannot handle imprecise concepts in a satisfactory manner. Rough sets have been studied as a method for describing imprecise notions, by providing a lower and an upper approximation, which are defined through classes of indiscernible elements.In this paper we study the combination of the (mathcal{EL}) family of DLs with the notion of rough sets, thus obtaining a family of rough DLs. We show that the rough extension of these DLs maintains the polynomial-time complexity enjoyed by its classical counterpart. We also present a completion-based algorithm that is a strict generalization of the known method for the DL (mathcal{EL}^{++})." @default.
- W38551386 created "2016-06-24" @default.
- W38551386 creator A5035762379 @default.
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- W38551386 date "2013-01-01" @default.
- W38551386 modified "2023-09-23" @default.
- W38551386 title "Roughening the $mathcal{EL}$ Envelope" @default.
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- W38551386 doi "https://doi.org/10.1007/978-3-642-40885-4_6" @default.
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