Title :
Reasoning with qualified cardinality restrictions in fuzzy Description Logics
Author :
Stoilos, Giorgos ; Stamou, Giorgos ; Kollias, Stefanos
Author_Institution :
Sch. of Electr. & Comput. Eng., Nat. & Tech. Univ. of Athen, Zografou
Abstract :
Description logics (DLs) are modern knowledge representation formalisms which are used today in many applications for reasoning with structured knowledge. Moreover, they are used in the semantic web (an extension of the current web) through the ontology language OWL. On the other hand fuzzy description logics (fuzzy-DLs) have been proposed as expressive logical formalisms capable of capturing and reasoning with vague and imprecise knowledge in the semantic web. In the current paper we investigate on the problem of reasoning with qualified cardinality restrictions (QCRs) in fuzzy DLs, extending previous results on simple number restrictions, thus we present a tableaux algorithm for the the fuzzy-DL fKD-ALCIQ.
Keywords :
fuzzy logic; fuzzy set theory; ontologies (artificial intelligence); semantic Web; fuzzy description logics; knowledge representation formalisms; ontology language; qualified cardinality restrictions; semantic Web; structured knowledge reasoning; tableaux algorithm; Fuzzy logic; Fuzzy reasoning; Helium; Humans; Image analysis; Image segmentation; Inference algorithms; OWL; Proposals; Semantic Web;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630436