Intelligent Cyber-Physical System for Shaping the Needs of the Internet of Things

The purpose of the study. The article discusses the research and further development of modern cyber-physical systems of the Internet of Things (CPS IoT). Researchers in the field of psychology, logic, lin- guistics, philosophy, for the study of artificial intelligence, used many different models of...

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Veröffentlicht in:Otkrytoe Obrazovanie 2022-11, Vol.26 (5), p.20-31
Hauptverfasser: Trembach, V. M., Mikryukov, A. A., Vachmanov, I. S., Trembach, T. G.
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Sprache:eng
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Zusammenfassung:The purpose of the study. The article discusses the research and further development of modern cyber-physical systems of the Internet of Things (CPS IoT). Researchers in the field of psychology, logic, lin- guistics, philosophy, for the study of artificial intelligence, used many different models of this phenomenon of “man”. Currently, the search for new approaches continues. One of the interesting approaches lies in the development of the application of cognitive mechanisms that a person uses in solving everyday tasks. The application of methods of gestalt processing of states of the CPS IoT worldview is considered to solve an ever-expanding range of tasks. Hybrid or, as they are also called, combined models can be used for gestalt processing to solve various tasks of cyber-physical systems of the Internet of Things related to forecasting indexes of the functioning of socio-economic systems. To do this, you can use a long-known approach to hybrid- ization, the essence of which is to split the entire set of initial data into subsets of initial data. The main stages of gestalt processing and one of the initial stages – the formation of a need are shown. The significant moments of the organization of interaction of CPS IoT modules with the environment are presented. In the demo example, the CPS IoT of the estate museum is considered. The main elements of the formation of the need for CPS IoT in organizing and conducting excursions are described. Materials and methods of research. To solve problems within the framework of gestalt processing of CPS IoT, new methods and developments of specialists in the field of intelligent systems are re- quired. Hybrid, combined models can be used for gestalt processing for various tasks of cyber-physical systems of the Internet of Things related to forecasting indexes of the functioning of socio-economic systems. You can use a long-known approach to hybridization, the essence of which is to split the entire set of initial data into subsets of initial data. It is possible to use gestalt processing within the framework of a holistic approach when splitting into subsets of the initial data - clusters. The cognitive approach uses sensory images, concept-representations, concept-scenarios and gestalts. The CPS IoT gestalt can be considered as one of the approaches to solving modern problems within the framework of Industry 4.0 technology. The article describes intelligent cyber-physical systems using methods of gestalt processin
ISSN:1818-4243
2079-5939
DOI:10.21686/1818-4243-2022-5-20-31