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

This study explores the decision-making process involved in managing digital communities in the digital social channel ecosystem, specifically in the context of antagonistic digital communication and harmful content dissemination. The rise of digital communities in social media has changed the way p...

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Detalles Bibliográficos
Autores principales: Fedushko, Solomiia, Molodetska, Kateryna, Syerov, Yuriy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279835/
https://www.ncbi.nlm.nih.gov/pubmed/37346365
http://dx.doi.org/10.1016/j.heliyon.2023.e16828
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author Fedushko, Solomiia
Molodetska, Kateryna
Syerov, Yuriy
author_facet Fedushko, Solomiia
Molodetska, Kateryna
Syerov, Yuriy
author_sort Fedushko, Solomiia
collection PubMed
description This study explores the decision-making process involved in managing digital communities in the digital social channel ecosystem, specifically in the context of antagonistic digital communication and harmful content dissemination. The rise of digital communities in social media has changed the way people interact with each other, form communities, and participate in social activities. However, these interactions can also lead to conflicts, and the dissemination of harmful content can pose a risk to users' information security. This research proposes a method to mitigate these issues and optimize efficacy while minimizing potential hazards. The proposed method is based on the analysis of the information situation in the management of digital communities under conditions of complete uncertainty, antagonistic behaviour, and partial uncertainty. The study examines the decision-making process involved in antagonistic interaction among users of digital social channels. The methods proposed in this research were implemented to prevent the adverse consequences of community conflicts and the dissemination of potential risks to the security of users' information through prompt and efficacious decision-making. The proposed strategy optimizes efficacy through the implementation of the Wald criteria while minimizing potential hazards by adhering to the Savage criteria. Additionally, the Hurwitz criteria, which presents a balanced approach incorporating both the maximum and minimum criteria, was also employed. The methods were tested within the online community present on the social media platform, Facebook social networks, and the results demonstrate that the suggested technique improves the effectiveness and validity of managers' decisions in digital communities. The study also highlights the use of social networks and the virtual sphere as tools for hybrid warfare on the internet, which can be effective. Effective community management is necessary to mitigate the negative effects of online interactions, and the proposed method offers a valuable tool for managers to make informed decisions and prevent adverse consequences.
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spelling pubmed-102798352023-06-21 Analytical method to improve the decision-making criteria approach in managing digital social channels Fedushko, Solomiia Molodetska, Kateryna Syerov, Yuriy Heliyon Research Article This study explores the decision-making process involved in managing digital communities in the digital social channel ecosystem, specifically in the context of antagonistic digital communication and harmful content dissemination. The rise of digital communities in social media has changed the way people interact with each other, form communities, and participate in social activities. However, these interactions can also lead to conflicts, and the dissemination of harmful content can pose a risk to users' information security. This research proposes a method to mitigate these issues and optimize efficacy while minimizing potential hazards. The proposed method is based on the analysis of the information situation in the management of digital communities under conditions of complete uncertainty, antagonistic behaviour, and partial uncertainty. The study examines the decision-making process involved in antagonistic interaction among users of digital social channels. The methods proposed in this research were implemented to prevent the adverse consequences of community conflicts and the dissemination of potential risks to the security of users' information through prompt and efficacious decision-making. The proposed strategy optimizes efficacy through the implementation of the Wald criteria while minimizing potential hazards by adhering to the Savage criteria. Additionally, the Hurwitz criteria, which presents a balanced approach incorporating both the maximum and minimum criteria, was also employed. The methods were tested within the online community present on the social media platform, Facebook social networks, and the results demonstrate that the suggested technique improves the effectiveness and validity of managers' decisions in digital communities. The study also highlights the use of social networks and the virtual sphere as tools for hybrid warfare on the internet, which can be effective. Effective community management is necessary to mitigate the negative effects of online interactions, and the proposed method offers a valuable tool for managers to make informed decisions and prevent adverse consequences. Elsevier 2023-06-02 /pmc/articles/PMC10279835/ /pubmed/37346365 http://dx.doi.org/10.1016/j.heliyon.2023.e16828 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Fedushko, Solomiia
Molodetska, Kateryna
Syerov, Yuriy
Analytical method to improve the decision-making criteria approach in managing digital social channels
title Analytical method to improve the decision-making criteria approach in managing digital social channels
title_full Analytical method to improve the decision-making criteria approach in managing digital social channels
title_fullStr Analytical method to improve the decision-making criteria approach in managing digital social channels
title_full_unstemmed Analytical method to improve the decision-making criteria approach in managing digital social channels
title_short Analytical method to improve the decision-making criteria approach in managing digital social channels
title_sort analytical method to improve the decision-making criteria approach in managing digital social channels
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279835/
https://www.ncbi.nlm.nih.gov/pubmed/37346365
http://dx.doi.org/10.1016/j.heliyon.2023.e16828
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