Publication Details

Data Cleaning Functionality in DMSL

KOTÁSEK, P.; ZENDULKA, J. Data Cleaning Functionality in DMSL. Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling. Ostrava: 2003. p. 99-108. ISBN: 80-85988-84-4.

Czech title

Funkcionalita pro čištění dat v DMSL

Type

conference paper

Language

English

Authors

Kotásek Petr, Ing.
Zendulka Jaroslav, doc. Ing., CSc. (UIFS)

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

ISBN

80-85988-84-4

Place

Ostrava

BibTeX

@inproceedings{BUT14190,
  author="Petr {Kotásek} and Jaroslav {Zendulka}",
  title="Data Cleaning Functionality in DMSL",
  booktitle="Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling",
  year="2003",
  pages="99--108",
  address="Ostrava",
  isbn="80-85988-84-4"
}