Detail publikace

Data Cleaning Functionality in DMSL

KOTÁSEK, P., ZENDULKA, J.

Originální název

Data Cleaning Functionality in DMSL

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

KOTÁSEK, P., ZENDULKA, J.

Rok RIV

2003

Vydáno

28. 4. 2003

Místo

Ostrava

ISBN

80-85988-84-4

Kniha

Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling

Strany od

99

Strany do

108

Strany počet

10

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"
}