Istituto di Scienza e Tecnologie dell'Informazione     
Bobillo F., Straccia U. Generalized fuzzy rough description logics. In: Information Sciences, vol. 189 pp. 43 - 62. Elsevier, 2012.
Description logics (DLs) are a family of logics for representing structured knowledge which have proved to be very useful as ontology languages. Classical DLs are not suitable to rep- resent vague pieces of information. The attempts to achieve a solution have led to the birth of fuzzy DLs and rough DLs. In this work, we provide a simple solution to join these two formalisms and define a fuzzy rough DL. This logic is more general than other related approaches, including tight and loose fuzzy rough approximations and being independent of the fuzzy logic operators considered. We show the usefulness of our approach by pre- senting some uses case, and we also describe how to extend two reasoning algorithms for fuzzy DLs, which are implemented in the fuzzy DL reasoners FUZZYDL and DELOREAN.
URL: http://www.sciencedirect.com/science/article/pii/S0020025511005342
DOI: http://dx.doi.org/10.1016/j.ins.2011.10.002
Subject Description Logics
Fuzzy Logic
Rough Sets

Icona documento 1) Download Document PDF

Icona documento Open access Icona documento Restricted Icona documento Private


Per ulteriori informazioni, contattare: Librarian http://puma.isti.cnr.it

Valid HTML 4.0 Transitional