Ontology creation using formal concepts approach

Authors:
Darius Jurkevičius;Olegas Vasilecas
Affiliations:
Vilnius Gediminas Technical University, Vilnius, Lithuania;Vilnius Gediminas Technical University, Vilnius, Lithuania
Venue:
Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
Year:
2010

Citing 4
Cited 0

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Object-Oriented Methods

Object-Oriented Methods
Conceptual Modeling of Information Systems

Conceptual Modeling of Information Systems

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Abstract

Usually different types of knowledge represented in hierarchical ontology are used for designing of information systems. One of methods to represent ontology is formal concept analysis. In this paper we propose the method how to create ontology and don't use deep specific domain analysis. In this paper we propose the method to extend ontology using action rules. The action rules will be created using learned neural network. That allows more quick and simplifying creation of ontology without deep specific domain analysis.