Title :
A fuzzy object oriented data model
Author :
Bordogna, Gloria ; Lucarella, Dario ; Pasi, Gabriella
Author_Institution :
Istituto di Fisica Cosmica e Tecnologie Relative, CNR, Milano, Italy
Abstract :
The increasing complexity of real applications in the field of multimedia information systems requires the enhancement of modelling capabilities of object oriented data models (OODMs) in order to deal with imprecise and uncertain data. Some fuzzy extensions of the OODMs have been proposed in the literature, in which imprecision and uncertainty are managed at the level of object attributes and relations. What is still lacking is a unifying and systematic formalization of these extensions. In this contribution, starting from an existing graph-based-object model, the authors propose a fuzzy object oriented data (FOOD) model for the management of imprecise data
Keywords :
fuzzy set theory; graph theory; multimedia systems; object-oriented databases; object-oriented methods; uncertainty handling; fuzzy object oriented data model; graph-based-object model; imprecise data; modelling capabilities; multimedia information systems; uncertain data; Data models; Fuzzy systems; Information systems; Management information systems; Multimedia databases; Multimedia systems; Object oriented databases; Object oriented modeling; Uncertainty; User interfaces;
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
DOI :
10.1109/FUZZY.1994.343626