Title :
DMPML Data Mining Preparation Markup Language
Author :
Gonçalves, Paulo M., Jr. ; Arnaud, Adrian L. ; Barros, Roberto S M
Author_Institution :
Fed. Univ. of Pernambuco, Recife
fDate :
March 31 2008-April 4 2008
Abstract :
In this paper we propose the language DMPML as an alternative to the standardization of the data preparation phase in a KDD process. DMPML is based on XML and uses XSL transformations to map raw data into processed data. DMPML features, such as extensibility, robustness and platform independence, support exchanging of data preparation projects among DMPML producers in an efficient way. This promotes work reusability and experience interchange among similar projects.
Keywords :
XML; data mining; XML; XSL transformations; data mining preparation markup language; data preparation phase; Appropriate technology; Association rules; Data mining; Databases; Informatics; Markup languages; Robustness; Space exploration; Standardization; XML;
Conference_Titel :
Computer Systems and Applications, 2008. AICCSA 2008. IEEE/ACS International Conference on
Conference_Location :
Doha
Print_ISBN :
978-1-4244-1967-8
Electronic_ISBN :
978-1-4244-1968-5
DOI :
10.1109/AICCSA.2008.4493525
