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Meta-DM: An ontology for the data mining domain

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.

Key Words:domain ontology, data mining, knowledge discovery in databases (KDD)

Full text (in English)

Complete Reference: YOKOME, E. A.; ARANTES, F. L., "Meta-DM: Uma ontologia para o domínio de mineração de dados", Revista de Sistemas de Informação da FSMA n 8(2011) pp. 36 – 45


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