Title :
On simplification of the context- concept and its practical application
Author :
Bui, Hien T T ; Kotak, Dllip B. ; Tamoto, Hiroshi
Author_Institution :
NRC Innovation Centre, Nat. Res. Council of Canada, Vancouver, BC, Canada
Abstract :
The notion of context dependent -values is an approach that exploits the relationship between a -value and other known values in relational databases to deduce missing information. In a series of previous papers (1999, 2000, 2001) the context of a -value was assumed to be defined by every known value associated with it in the database. In this paper, we suggest that only those known values that influence the -value need to be considered. Using an example, we demonstrate that this simplified approach is more practical and easier to implement. We also show that, in order to deduce the missing information, the database designer would need to define how the known values influence it.
Keywords :
bank data processing; data mining; database theory; inference mechanisms; relational databases; set theory; banking; context dependent -values; context-s database; database theory; inference rules; missing information; relational databases; set theory; Artificial intelligence; Command and control systems; Councils; Data engineering; Manufacturing systems; Null value; Relational databases; Systems engineering and theory; Technological innovation;
Conference_Titel :
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7620-X
DOI :
10.1109/ISIC.2002.1157870