Title :
Fuzzy set theory in object-oriented databases: a prototype implementation using Versant ODBMS and Visual C++
Author :
Firat, Aykut ; Cross, Valerie ; Lee, Timothy C.
Author_Institution :
Dept. of Syst. Anal., Miami Univ., Oxford, OH, USA
Abstract :
This paper presents a prototype implementation written using the Visual C++ programming language and interfacing with the commercial ODBMS by Versant. This fuzzy front-end for Versant´s object database has the capability to visually create fuzzy linguistic terms and use them for object attribute values. The database may be queried using fuzzy/crisp predicates over fuzzy/crisp attributes and the capability to reason with fuzzy attribute-valued objects is provided through integration with the FuzzyCLIPS expert system
Keywords :
C language; expert systems; fuzzy set theory; inference mechanisms; object-oriented databases; object-oriented languages; uncertainty handling; visual languages; FuzzyCLIPS; Versant; Visual C++; crisp predicates; expert system; fuzzy attribute-valued objects; fuzzy front-end; fuzzy linguistic terms; fuzzy predicates; fuzzy set theory; object attribute values; object-oriented databases; prototype implementation; query processing; reasoning; Data models; Database systems; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Object oriented databases; Object oriented modeling; Prototypes; Relational databases; Visual databases;
Conference_Titel :
Fuzzy Information Processing Society - NAFIPS, 1998 Conference of the North American
Conference_Location :
Pensacola Beach, FL
Print_ISBN :
0-7803-4453-7
DOI :
10.1109/NAFIPS.1998.715553
