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 :
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