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Developing Methods for Building Intelligent Systems of Information Resources Processing Using an Ontological Approach

Abstract

The problem of developing methods of information resource processing is investigated. A formal procedure description of processing text content is developed. A new ontological approach to the implementation of business processes is proposed. Consider that the aim of our work is to develop methods and tools for building intelligent systems of information resource processing, the core of knowledge bases of which are ontology’s, and improve the efficiency of such systems by adapting ontology to the specifics of the subject area. The proposed approach is aimed at solving such problems: Analysis of the specifics and methods of building intelligent systems of information resource processing by classifying them according to the principle and space of functioning, which will distinguish the types of such systems depending on the mathematical support of their functioning; Development of mathematical models and methods of functioning of various classes of intelligent systems of information resource processing, the core of knowledge bases which is ontology, to study the effectiveness of such systems; Development of methods and algorithms of ontology adaptation to the specific tasks of the subject area in order to improve the efficiency of intelligent systems of information resources processing within this subject area; Definition of characteristics of quality of intellectual systems of processing of information resources and criteria of optimization of ontology’s as a part of their knowledge bases for increase of indicators of efficiency of functioning of such systems. The methods and tools will be used to build modern applied intelligent systems of information resource processing, the core of knowledge bases which are ontology’s, in such subject areas as management and maintenance of information resources on the Internet, during the construction of systems on-line and off-line content implementation, cloud storage, cloud computing, in the military and legal sphere. The expansion of the areas of application of the designed and developed intelligent systems of information resource processing based on ontology’s will help to overcome social, organizational, methodological and psychological barriers that arise as a reaction to the introduction of innovative approaches to the conduct of activities in the relevant sectors of the economy and regulatory spheres of functioning.

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Authors (6)

Details

Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Published in:
Advances in Intelligent Systems and Computing pages 345 - 370,
ISSN: 2194-5357
Language:
English
Publication year:
2021
Bibliographic description:
Lytvyn V., Vysotska V., Bublyk M., Grudowski P., Matseliukh Y., Nanivskyi R.: Developing Methods for Building Intelligent Systems of Information Resources Processing Using an Ontological Approach// Advances in Intelligent Systems and Computing V/ Springer, Cham: Springer, 2021, s.345-370
DOI:
Digital Object Identifier (open in new tab) 10.1007/978-3-030-63270-0_23
Verified by:
Gdańsk University of Technology

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