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CONCEPTUAL APPROACHES TO THE CONSTRUCTION OF CORPORATE INFORMATION SYSTEMS AS A TASK OF SYSTEM ANALYTICS

Journal: International scientific journal "Internauka." Series: "Economic Sciences" (Vol.2, No. 84)

Publication Date:

Authors : ; ; ; ;

Page : 43-51

Keywords : smart management; corporate information system; system analytics; smart innovative enterprise; digital factory; smart factory; virtual factory; integrated intelligent information management system; Industry 4.0.;

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Abstract

Introduction. System analytics of enterprises on the basis of enterprise analysis formulates requirements for corporate information systems and corresponding application software. Today, in the era of Industry 4.0, the main requirement for corporate information systems (CIS) is the formation of smart enterprises. A smart enterprise is smart management, knowledge management IT platforms, data sources and real business processes (production/distribution) taken together. The knowledge management IT platform provides: reading of measurement values from all data sensors and imports data from databases; processes data, calculates all business/production/sales indicators and models; evaluates the results and state of business objects (products, customers, suppliers, technologies, finances, social networks, external environment, quality and the enterprise in general); sends results to Smart Management to common mobile devices with clear identification and if “yes” then “where” and “why”. Smart Management takes into account real events and, if something is “wrong” in accordance with the planned goals, analyzes business processes and implements managerial influences aimed at achieving the set goals. Purpose. The purpose of the research is to outline conceptual approaches to the construction of corporate information systems and to build the structure of an intelligent information management system of innovative enterprises from the point of view of system analytics. Materials and methods. For the construction of corporate information systems, the work used: the concept of smart factories, digital and virtual enterprises; the structural design methodology, which combines natural and artificial intelligence and enables: to intellectualize all the processes of CIS activity; perform intelligent analysis of big data and multi-criteria analysis of decisions; to intellectualize the organizational management of CIS in general; take into account the possibilities of intellectualization of all stages of management activity and, accordingly, build an integrated IIS. The methods of cognitology were applied to the development of IIS, according to which it is proposed to consider IIS as a logical-cognitive model of a social agent, and integrated IIS as multi-agent systems based on the synthesis of natural and artificial intelligence and taking into account the adequate formalization of decision-making processes.

Last modified: 2024-12-14 00:49:45