Title :
On the filtering of imperfect multimedia information by means of representation-based queries
Author :
Bosc, Patrick ; Duval, Laurence ; Pivert, Olivier
Author_Institution :
IRISA, Lannion, France
Abstract :
The issue of handling imperfect information in a multimedia database system is addressed. The issue of filtering imperfect information appears to be especially crucial in the context of a multimedia system since multimedia data are very often uncertain and/or imprecise. This work is mainly situated in the framework of the possibility theory-based approach which proves to be best suited to qualitative modeling of imprecision/uncertainty when the imperfection pervading the data is of a subjective nature. In the new approach a condition relates to the representation of values, and, as such, returns a satisfaction degree which is certain
Keywords :
database theory; multimedia databases; possibility theory; query processing; uncertainty handling; imperfect multimedia information filtering; multimedia database system; possibility theory-based approach; qualitative modeling; representation-based queries; satisfaction degree; Airplanes; Data mining; Database systems; Image databases; Information filtering; Information filters; Layout; Multimedia databases; Multimedia systems; Uncertainty;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 1999. ICCIMA '99. Proceedings. Third International Conference on
Conference_Location :
New Delhi
Print_ISBN :
0-7695-0300-4
DOI :
10.1109/ICCIMA.1999.798581