hybrid intelligence
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2022 ◽  
Author(s):  
Simon Schmidt ◽  
Mahei Li ◽  
Christoph Peters

2021 ◽  
Vol 2131 (2) ◽  
pp. 022101
Author(s):  
E Prokopenko ◽  
B Martynov ◽  
I Magerramov ◽  
O Popov ◽  
D Fathki

Abstract The article deals with the management of human-machine (ergatic) systems in the conditions of digital transformation in relation to their functioning in the presence of NON-factors, such as: uncertainty, complexity, instability, ambiguity. Modern conditions for the formation of the digital economy imply the search and use of a new methodology in the organization of management activities, including the regional level. This process is carried out through the widespread use of human-machine systems with a high level of intellectualization of the machine component, the use of hybrid intelligence and the formation of bionts. We show a variant of classification of ergatic systems, focused on socio-economic systems. We propose a method for choosing a rational alternative to support the management of human-machine systems in the conditions of vagueness and ambiguity of the initial data and approaches to the management quality criteria. A fuzzy approach to a multi-criteria problem is proposed. It leads to a certain combination of fuzzy selection criteria, and to the study of complex systems as a hierarchical structure, with the representation of system elements and its qualitative properties as fuzzy mathematical models, the combination of which will give a mathematical model of the systems.


2021 ◽  
Vol 7 ◽  
pp. 136-157
Author(s):  
Hai Tao ◽  
Ahmed A. Ewees ◽  
Ali Omran Al-Sulttani ◽  
Ufuk Beyaztas ◽  
Mohammed Majeed Hameed ◽  
...  

2021 ◽  
Author(s):  
Giovanna Varni ◽  
André-Marie Pez ◽  
Maurizio Mancini
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