OntoDM: An Ontology of Data Mining

  title={OntoDM: An Ontology of Data Mining},
  author={Pance Panov and Saso Dzeroski and Larisa N. Soldatova},
  journal={2008 IEEE International Conference on Data Mining Workshops},
Motivated by the need for unification of the field of data mining and the growing demand for formalized representation of outcomes of research, we address the task of constructing an ontology of data mining. The proposed ontology, named OntoDM, is based on a recent proposal of a general framework for data mining, and includes definitions of basic data mining entities, such as datatype and dataset, data mining task, data mining algorithm and components thereof (e.g., distance function), etc. It… CONTINUE READING
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