Academic Journals Database
Disseminating quality controlled scientific knowledge

Meta-DM: An ontology for the data mining domain

ADD TO MY LIST
 
Author(s): YOKOME, E. A. | ARANTES, F. L.

Journal: Salesian Journal on Information Systems
ISSN 1983-5604

Issue: 8;
Start page: 36;
Date: 2011;
Original page

Keywords: domain ontology | data mining | knowledge discovery in databases (KDD)

ABSTRACT
Ontologies have been used in various research areas from computer science, including data mining. This article describes the development of a domain ontology for data mining. Meta-DM ontology provides a common terminology that can be shared and processed by data mining tools. The ontology also indicates the KDD phases where human knowledge is necessary - this is its greatest differential. With ontologies as the Meta-DM, it is possible to add semantics in the data mining process in order to improve the interaction and cooperation between experts and mining systems.

Tango Rapperswil
Tango Rapperswil

    
RPA Switzerland

RPA Switzerland

Robotic process automation