Design and implementation issues in the fuzzy object-oriented data model

Adnan Yazici, Roy George, Demet Aksoy

Research output: Contribution to journalArticlepeer-review

43 Citations (Scopus)

Abstract

Uncertainty modeling and data manipulation are desirable in object-oriented database systems to handle complex objects with imprecise properties. In this paper, we present an enhancement to the fuzzy object-oriented data model (FOOD) (George et al., Fuzzy Sets and Systems 60 (3) (1993) 259-272), that permits a truer representation of different types of uncertainty. Uncertainty is extended to the class definition level and is the basis for the determination of the membership of an object in a class. We describe a software architecture for the implementation of the model and discuss the significant details of a prototype implemented using the EXODUS storage manager (ESM).

Original languageEnglish
Pages (from-to)241-260
Number of pages20
JournalInformation Sciences
Volume108
Issue number1-4
DOIs
Publication statusPublished - Jan 1 1998

Keywords

  • Criteria for evaluation
  • Fuzzy object-oriented database model
  • Uncertain information

ASJC Scopus subject areas

  • Software
  • Control and Systems Engineering
  • Theoretical Computer Science
  • Computer Science Applications
  • Information Systems and Management
  • Artificial Intelligence

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