Analytical method to improve the decision-making criteria approach in managing digital social channels

Fedushko, Solomiia; Molodetska, Kateryna; Syerov, Yuriy

doi:10.1016/j.heliyon.2023.e16828

Cited by 5 publications

(3 citation statements)

References 72 publications

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“…However, no approach to closing possible channels of information leakage is proposed. Research [20] examined the decision-making process associated with managing digital communities in an ecosystem of digital social channels, especially in the context of antagonistic digital communication and the spread of harmful content. The proposed method is based on the analysis of the information situation in the management of digital communities under conditions of complete uncertainty, antagonistic behavior and partial uncertainty.…”

Section: Research Materials and Methodsmentioning

confidence: 99%

Development of the automated decision-making system synthesis method in the management of information security channels

Shmatko,

Herasymov,

Lysetskyi

et al. 2023

EEJET

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In the process of transmission channels functioning, the results of the work of bodies for detecting and blocking information leakage channels are not sufficiently taken into account. Management of information protection channels is actually the collection and display of data followed by the assignment of influence on each information channel separately and is carried out in manual mode. In decision support systems, the tasks of identifying information leakage channels are not solved. There is a contradiction between the requirements for the automation of the management of information protection channels and the possibility of meeting these requirements at the expense of the available automation tools. Classical theory considers the decision-making process as a choice of one of many alternatives. The development of rational forms and methods of managing information protection channels should prevent threats and challenges. Therefore, the object of research is the process of ensuring security during data transmission through information channels. The main threats and challenges are man-made and natural cataclysms, terrorism, aggression by a number of states or individual groups of people, which are not taken into account in the complex in the decision-making system during the management of information protection channels. A structural diagram of information exchange based on the description of a weakly formalized process under conditions of non-stochastic uncertainty is proposed. It is proposed to use the logical-linguistic production model. For a hierarchically organized structure based on classification features, it is proposed to build a hierarchy tree that takes into account the relationships of partially ordered sets. The formed production rules for determining appropriate strategies for the planned detection of information leakage channels based on predicted values allow to proceed to knowledge processing for the synthesis of an automated decision-making system during the management of protection channels

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Section: Research Materials and Methodsmentioning

confidence: 99%

Development of the automated decision-making system synthesis method in the management of information security channels

Shmatko,

Herasymov,

Lysetskyi

et al. 2023

EEJET

View full text Add to dashboard Cite

show abstract

“…Numerical value of the measure of the binary association quantifier g »2 represented as a value that is the inverse of Edwards' "inverse conjugate" [20]:…”

Section: Research Materials and Methodsmentioning

confidence: 99%

“…Elements of the set of attributes and the set of predicates take three logical values: 1 -"true", 0 -"false" and x -"undefined" [20,21]. In order to isolate and separate predicates and logical values of control features, the study proposes the following.…”

Section: Formation Of the Control Signs Set For The Presence Of An In...mentioning

confidence: 99%

Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Shmatko,

Yevseiev,

Dudykevych

et al. 2024

EEJET

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The object of the study is the process of ensuring security during data transmission through information channels. To ensure high-quality indicators of information transmission channels protection, it is necessary to periodically monitor and, when detected, close possible data leakage channels. The effectiveness of measures to protect transmission channels depends on the quality of checking the presence of possible, valid or hidden, data leakage channels. A significant number of signs of information leakage complicates the control process and leads to additional economic costs for the use of control equipment. Therefore, it is necessary to develop a method of synthesis of an information-analytical system for assessing the level of transmission channels protection. It is proposed to develop such a method on the basis of determining the dependence between control signs of the presence of information leakage channels. The proposed method allows to ensure the necessary level of security. The basis of the method for synthesis of the information-analytical system for assessing the level of information transmission channels protection is the equation of the associative connection between the control features. The presence of a connection between control signs indicates the presence of information leakage channels. This is due to the loss of characteristics (for example, voltage or signal strength) of the useful information flow due to the redistribution of data during transmission. The benefit from the application of the obtained results depends on the number of discovered and, accordingly, closed channels of information leakage. Implementation of the proposed method allows to automate the process of finding a data leak in transmission channels. The given research results can be useful in the development of software for expert decision-making systems based on the formation of knowledge bases about the relationship between control features. Implementation of the obtained results will increase the reliability and security of information transmission channels

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Advancements in sensors and actuators technologies for smart cities: a comprehensive review

Arshi,

Mondal

2023

Smart Constr. Sustain. Cities

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The creation of smart cities has benefited greatly from the quick advancement of sensor and actuator technology. The basis of data-driven urban environments is supported by these technologies, which seamlessly connect with the Internet of Things (IoT). This in-depth review paper explores the crucial part that sensors and actuators play in the development of smart cities, covering important topics such as technological kinds, data security, regulatory frameworks, and future possibilities. The review begins by explaining the importance of sensors and actuators in the Internet of Things (IoT) connections that serve as the framework for smart cities. Additionally, it sheds light on the wide range of sensors designed for different IoT applications as well as the variables affecting their service life, highlighting how crucial precision and durability are. Actuators are examined in detail to clarify how it might be used to create smarter cities. Actuators are the dynamic counterparts of sensors. This review discusses data security in big data exchange among actuators, legal foundations for smart city development, and key elements for creating a smart city. It highlights the benefits of advanced actuator technology and sensor integration, and emerging trends like AI-driven urban management and blockchain-enhanced data security. The paper serves as a guide for researchers, policymakers, and urban planners. The graphical abstract below illustrates the multifaceted advancements in sensor and actuator technologies, showcasing their pivotal role in shaping smarter, more sustainable cities. Graphical Abstract

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Analytical method to improve the decision-making criteria approach in managing digital social channels

Cited by 5 publications

References 72 publications

Development of the automated decision-making system synthesis method in the management of information security channels

Development of the automated decision-making system synthesis method in the management of information security channels

Development of a method for synthesizing an information-analytical system for assessing the level of information transmission channels protection

Advancements in sensors and actuators technologies for smart cities: a comprehensive review

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