DocumentCode
568149
Title
Fuzzy query technology on numeric attribute on uncertain database
Author
Jin, Zongan ; Zhang, Zhigang ; Xie, Dong
Author_Institution
Dept. of Inf. Eng., Luan Vocation & Technol. Coll., Luan, China
fYear
2012
fDate
14-17 July 2012
Firstpage
811
Lastpage
814
Abstract
There are lots of uncertain data in the information retrieval, sensor data and image processing. Database need to process this uncertain information when it is stored in database. This information can be processed well in uncertain database rather than traditionally certain database. Fuzzy query technology on numeric attribute on uncertain database is our main work. We implement fuzzy query process on numeric attribute according to create fuzzy sets, choose membership function and adjust the fuzzy scale about fuzzy object. Basic concept about confidence is proposed in this paper. By setting efficient confidence, the number of tuples in low probability can be effectively reduced. It will not only in a better way to meet user´s requirements, but also can reduce the query time.
Keywords
fuzzy set theory; information storage; probability; query processing; fuzzy query process; fuzzy sets; image processing; information retrieval; membership function; numeric attribute; sensor data; tuple probability; uncertain database; uncertain information storage; Fuzzy sets; Gaussian distribution; Histograms; Probabilistic logic; Query processing; fuzzy query; fuzzy range; membership function; uncertain database;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science & Education (ICCSE), 2012 7th International Conference on
Conference_Location
Melbourne, VIC
Print_ISBN
978-1-4673-0241-8
Type
conf
DOI
10.1109/ICCSE.2012.6295194
Filename
6295194
Link To Document