DocumentCode
2405338
Title
Creativity aspects of data generalization
Author
Petry, Frederick E. ; Yager, Ronald R.
Author_Institution
Naval Res. Lab., Stennis Space Center, MS, USA
fYear
2009
fDate
14-17 June 2009
Firstpage
1
Lastpage
6
Abstract
In this paper we examine issues involving measures of creativity for attribute data generalization using hierarchies. In particular we consider consensus and specificity measures for the partitions that result using crisp concept hierarchies. We note that fuzzy hierarchies do not produce partitions of data in general so some approaches to considering degrees of partitioning is described.
Keywords
artificial intelligence; data handling; attribute data generalization; concept hierarchies; consensus; creativity measures; data partitioning; fuzzy hierarchies; Artificial intelligence; Databases; Educational institutions; Extraterrestrial measurements; Humans; Hydrogen; Information processing; Laboratories; Machine intelligence; Particle measurements; congurence; creativity; data generalization; parttions; specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2009. NAFIPS 2009. Annual Meeting of the North American
Conference_Location
Cincinnati, OH
Print_ISBN
978-1-4244-4575-2
Electronic_ISBN
978-1-4244-4577-6
Type
conf
DOI
10.1109/NAFIPS.2009.5156429
Filename
5156429
Link To Document