DocumentCode
473323
Title
Mining Views: Database Views for Data Mining
Author
Blockeel, H. ; Calders, Toon ; Fromont, Elisa ; Goethals, Bart
Author_Institution
Katholieke Univ. Leuven, Leuven, Belgium
fYear
2008
fDate
7-12 April 2008
Firstpage
1608
Lastpage
1611
Abstract
We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.
Keywords
data mining; relational databases; association rules; data mining; database views; decision trees; mining views; relational databases; virtual mining views; Association rules; Computer science; Data mining; Database languages; Database systems; Decision trees; Itemsets; Knowledge management; Memory; Relational databases;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on
Conference_Location
Cancun
Print_ISBN
978-1-4244-1836-7
Electronic_ISBN
978-1-4244-1837-4
Type
conf
DOI
10.1109/ICDE.2008.4497633
Filename
4497633
Link To Document