Model of knowledge presentation in mobile radio media decision support systems
Year: 2025
Type: article
Abstract: The article proposes a model of knowledge representation in decision support systems for mobile radio communication. In the course of the work, the process of construction and the process of functioning of modern mobile radio communications were considered, the essence of decision support systems and the main classes of decision support systems were revealed. An analysis of the latest research on methods of presenting knowledge, the functioning of management systems, decision support systems, and mobile radio communication tools was carried out. The essence of the concept of knowledge and the system of presenting knowledge were also revealed. The levels of knowledge representation are considered, a generalized classification of types of knowledge representation methods is indicated. It was indicated that the main issue in building knowledge representation systems is the choice of the form of knowledge representation. Also, the knowledge representation model should characterize the tasks being solved, and should be built consistently on the basis of appropriate templates, properties, program characteristics, interaction language, etc. Also, the work puts forward requirements for the development of a decision support model, taking into account the need for its use in mobile radio communication tools, and suggests a method of modification and development of such a model. The essence of the model consists in the modification of the decision-making support process, a method of adapting the production and neuro-fuzzy way of presenting knowledge, taking into account the conditions of operation of mobile radio communication tools to improve the effectiveness of decision-making support. The proposed model, thanks to the correct formulation of the research task and the use of a proven mathematical apparatus, satisfies the requirements for the development of such a model and allows to increase the speed and accuracy of decision support. As a result, the goal of developing a knowledge representation model in decisionmaking support systems of mobile radio communication tools to systematize the management process and improve the performance indicators of the decision-making support system based on the use of proven mathematical devices was achieved.
Author: Serhii Salnyk
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4413063533