Detail publikace

Data Cleaning Functionality in DMSL

Originální název

Data Cleaning Functionality in DMSL

Anglický název

Data Cleaning Functionality in DMSL

Jazyk

en

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.

Anglický 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.

BibTex


@inproceedings{BUT14190,
  author="Petr {Kotásek} and Jaroslav {Zendulka}",
  title="Data Cleaning Functionality in DMSL",
  annote="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.",
  booktitle="Proceedings of 6th International Conference ISIM'03 Information Systems Implementation and Modelling",
  chapter="14190",
  year="2003",
  month="april",
  pages="99--108",
  type="conference paper"
}