Publication detail

Describing the Data Mining Process with DMSL

KOTÁSEK, P., ZENDULKA, J.

Original Title

Describing the Data Mining Process with DMSL

English Title

Describing the Data Mining Process with DMSL

Type

conference paper

Language

en

Original Abstract

The state of the art in the domain of knowledge discovery in databases (KDD) and data mining (DM) has reached the point where the existence of various languages is becoming highly desirable. This paper presents an XML-based language called DMSL (Data Mining Specification Language). Its purpose is to provide the framework for platform-independent definition of the whole data mining process, and exchange and sharing of DM projects among different applications, possibly operating in heterogeneous environments. We assume that the reader is familiar with the notions of XML, knowledge discovery in databases, and data mining.

English abstract

The state of the art in the domain of knowledge discovery in databases (KDD) and data mining (DM) has reached the point where the existence of various languages is becoming highly desirable. This paper presents an XML-based language called DMSL (Data Mining Specification Language). Its purpose is to provide the framework for platform-independent definition of the whole data mining process, and exchange and sharing of DM projects among different applications, possibly operating in heterogeneous environments. We assume that the reader is familiar with the notions of XML, knowledge discovery in databases, and data mining.

Keywords

data mining, knowledge discovery, KDD process description, DMSL

RIV year

2002

Released

08.09.2002

Publisher

Slovak University of Technology in Bratislava

Location

Bratislava

ISBN

80-227-1744-4

Book

Advances in Database and Information Systems. Vol. 2: Research Communications.

Pages from

131

Pages to

140

Pages count

10

Documents

BibTex


@inproceedings{BUT10254,
  author="Petr {Kotásek} and Jaroslav {Zendulka}",
  title="Describing the Data Mining Process with DMSL",
  annote="The state of the art in the domain of knowledge discovery in databases
(KDD) and data mining (DM) has reached the point where the existence of
various languages is becoming highly desirable. This paper presents an
XML-based language called DMSL (Data Mining Specification Language).
Its purpose is to provide the framework for platform-independent
definition of the whole data mining process, and exchange and sharing
of DM projects among different applications, possibly operating in
heterogeneous environments. We assume that the reader is familiar with
the notions of XML, knowledge discovery in databases, and data mining.",
  address="Slovak University of Technology in Bratislava",
  booktitle="Advances in Database and Information Systems. Vol. 2: Research Communications.",
  chapter="10254",
  institution="Slovak University of Technology in Bratislava",
  year="2002",
  month="september",
  pages="131--140",
  publisher="Slovak University of Technology in Bratislava",
  type="conference paper"
}