Ontological Data Mining

• Published in: Uncertainty Modeling Vol. 683; pp. 277 - 292
• Main Authors: Vityaev, Evgenii, Kovalerchuk, Boris
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 01.01.2017; Springer International Publishing
• Series: Studies in Computational Intelligence
• Subjects: Data Mining Method; Financial Forecast; Hypothesis Class; Measurement Theory; Subject Domain

We propose the ontological approach to Data Mining that is based on: (1) the analysis of subject domain ontology, (2) information in data that are interpretable in terms of ontology, and (3) interpretability of Data Mining methods and their results in ontology. Respectively concepts of Data Ontology...