Extending object-oriented databases for fuzzy information modeling

Z. M. Ma, W. J. Zhang, W. Y. Ma

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

96 Citations (Scopus)

Abstract

In this paper, based on possibility distribution and the semantic measure of fuzzy data, we introduce an extended object-oriented database model to handle imperfect as well as complex objects in the real world. Some major notions in object-oriented databases such as objects, classes, objects-classes relationships, subclass/superclass, and multiple inheritances are extended under fuzzy information environment. A generic model for fuzzy object-oriented databases and some operations are hereby developed in the paper. © 2003 Elsevier Ltd. All rights reserved.
Original languageEnglish
Pages (from-to)421-435
JournalInformation Systems
Volume29
Issue number5
DOIs
Publication statusPublished - Jul 2004

Research Keywords

  • Fuzzy data
  • Fuzzy object-oriented database model
  • Object-oriented databases
  • Operations
  • Semantic measure

Fingerprint

Dive into the research topics of 'Extending object-oriented databases for fuzzy information modeling'. Together they form a unique fingerprint.

Cite this