conference-paper

Ontology-Based Design of Inductive Modeling Tools

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Abstract

The task of structure designe of the software complex of tools for inductive modeling on the GMDH basis is considered. A novel is the use of the knowledge base in the form of an ontology of the subject area of inductive modeling. The application of the ontological approach to the construction of the knowledge base makes it possible to reuse information and effectively process this information when modeling complex systems of different nature using statistical data, to form queries and obtain logical conclusions. Fragments of the ontology of inductive modeling based on GMDH as an example of creating a formal description of the subject area are given. The Protégé_4.3 ontoeditor was used to construct ontological models of the inductive modeling domain.

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Publication details

DOI
10.1109/acit52158.2021.9548121
OpenAlex
W3201793036
Document type
conference-paper
Language
EN
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