Intelligent technology for creating a reliable information field of an object with specified properties in semantic modeling of domain knowledge

Purpose. To form the structure of a reliable information field of an object based on automatic replenishment of data from an open Web environment, semantic analysis of metadata and adaptation of models to the specifics of the problem being solved.

Specifications. The technology is designed for use in the form of systems and modules on a PC compatible with x86 or x64 architecture, corresponding MS Windows 8.10 OS, 16 GB RAM, 1000 GB HDD, the Protege ontology editor must be installed.

Application area. Industry, economics, e-learning systems, defense and national security. The Ministry of Digital Transformation of Ukraine, state enterprises, institutions, educational institutions, cybersecurity authorities and commercial structures are focused on providing analytical and information services.

Advantages. Development of a new concept of an object information field with given parameters, which is structured in a certain way and is automatically updated with data from an open Web environment, which allows improving the quality of semantic models, their adaptation to the problem being solved, the time and accuracy of model processing.

Technical and economic effect. Provides optimization of the structure of the semantic model, which reduces the time of its processing, search and logical inference (adaptation of the model to the problem being solved, logical inference based on the ontology), as well as automatic updating of these models with reliable information.

Description. Based on the created structure of the information field and checking the reliability of the data, a semantic model of the object is developed using improved methods of formalizing knowledge and analyzing the semantic proximity of concepts and model relationships.

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