Identification of Input Elements of Information Space and Restoration of Their Parameters in the Single Information Space of Manufacturing Enterprise With Critical Infrastructure

Abstract

Modern production is impossible to imagine without integrated data management information systems that ensure the stability of technological, financial, logistical and other processes. The concept is based on the construction of a single information space based on advanced information technologies. One of the key aspects of building a single information space of the enterprise is the integration of automated systems of all divisions of the enterprise into a single information space. The implementation of such a concept is the key to improving the efficiency of production processes, reducing the time of development and launch of new products, increasing the total output. Moreover, it happens with the simultaneous deep integration of project teams of different departments into a single highly professional team of the company, which aims to achieve a common goal. This approach requires appropriate transformations of the information space of the enterprise. The paper considers the elements of the information space, their parameters and relationships that form a single information space of a manufacturing enterprise with critical infrastructure. The elements of the information space are presented in the form of separate nodes with established connections in a fully connected topology. The algorithm for restoring the parameters of atomic elements of the information space in a single information space and the algorithm for identifying the input atomic elements of the information space in a single information space are described. The latter is based on a step-by-step analysis of the features of the object using queries to enable it to make decisions to identify it. The method of identification of the input element of the information space in the information space has been tested with the help of machine learning methods.

Comparative analysis of critical infrastructure and public significance enterprises

“…The main problematic issues of achieving a professional comparative assessment of the activities of enterprises of critical infrastructure and social importance are considered in the works of many researchers who, in one way or another, cover this topic. Kucheryavenko (2021), Zamrii et al (2022), Katkov et al (2019), and Cadete and Silva (2018) investigate the issue of ensuring the security of enterprises, including critical infrastructure enterprises. Nazarova et al (2021), Olendiy et al (2023), Nezhyva and Mysiuk (2022) investigated tools for ensuring a reliable information environment at enterprises based on forensic control and audit.…”