Publication Details

Data Cleaning Functionality in DMSL

KOTÁSEK Petr and ZENDULKA Jaroslav. Data Cleaning Functionality in DMSL. In: Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling. Ostrava, 2003, pp. 99-108. ISBN 80-85988-84-4.
Czech title
Funkcionalita pro čištění dat v DMSL
Type
conference paper
Language
english
Authors
Kotásek Petr, Ing. (DIFS FIT BUT)
Zendulka Jaroslav, doc. Ing., CSc. (DIFS FIT BUT)
Keywords

Knowledge discovery, data mining, data cleaning, data mining language, DMSL

Abstract

Probably the most crucial step in the knowledge discovery in databases (KDD) process is data preparation because valuable knowledge can be obtained only from data that exposes its semantic content in the right way. Data cleaning is one of activities done during this step. But it does not receive much attention among the data mining community, including support in data mining languages. The Data Mining Specification Language (DMSL) presented in the paper aims to contribute to this topic. Some features of the language concerning data cleaning and a simple example are shown in the paper.

Published
2003
Pages
99-108
Proceedings
Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling
Conference
6th International Conference on Information Systems Implementation and Modelling, Brno, CZ
ISBN
80-85988-84-4
Place
Ostrava, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7253,
   author = "Petr Kot\'{a}sek and Jaroslav Zendulka",
   title = "Data Cleaning Functionality in DMSL",
   pages = "99--108",
   booktitle = "Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling",
   year = 2003,
   location = "Ostrava, CZ",
   ISBN = "80-85988-84-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7253"
}
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