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Decision-making approaches in the antagonistic digital communication of the online communities users

The information space is an effective hybrid warfare tool on the web. This study investigated the decision-making process in the antagonistic digital communication of internet services users. Implementation of the proposed methods in this study minimized the negative impact of the spread of destruct...

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Detalles Bibliográficos
Autores principales: Fedushko, Solomiia, Molodetska, Kateryna, Syerov, Yuriy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808702/
https://www.ncbi.nlm.nih.gov/pubmed/36619664
http://dx.doi.org/10.1007/s13278-022-01021-4
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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 The information space is an effective hybrid warfare tool on the web. This study investigated the decision-making process in the antagonistic digital communication of internet services users. Implementation of the proposed methods in this study minimized the negative impact of the spread of destructive content and actions of unfair competitors in the ecosystem of social internet services. The innovativeness of the suggested methods is the ability to make real-time decisions in a situation of antagonistic behavior of online users. The authors presented a model to secure user data, contributing to sustainable communicative interaction for its managers and users. This article presented approaches to decision-making by online community administrators under conditions of antagonistic behavior of the online services, which ensures the increase of efficiency of online communication. Timely and effective decision-making eliminated the negative impact of conflicts between communities and the spread of threats to users' information security. The algorithm of decision-making by users of stable internet services is suggested. This article contains examples of using the examined Wald and Savage criteria for making optimal decisions, confirmed by many experiments. The developed methods are tested on the online community on the social network Facebook. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13278-022-01021-4.
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spelling pubmed-98087022023-01-04 Decision-making approaches in the antagonistic digital communication of the online communities users Fedushko, Solomiia Molodetska, Kateryna Syerov, Yuriy Soc Netw Anal Min Article The information space is an effective hybrid warfare tool on the web. This study investigated the decision-making process in the antagonistic digital communication of internet services users. Implementation of the proposed methods in this study minimized the negative impact of the spread of destructive content and actions of unfair competitors in the ecosystem of social internet services. The innovativeness of the suggested methods is the ability to make real-time decisions in a situation of antagonistic behavior of online users. The authors presented a model to secure user data, contributing to sustainable communicative interaction for its managers and users. This article presented approaches to decision-making by online community administrators under conditions of antagonistic behavior of the online services, which ensures the increase of efficiency of online communication. Timely and effective decision-making eliminated the negative impact of conflicts between communities and the spread of threats to users' information security. The algorithm of decision-making by users of stable internet services is suggested. This article contains examples of using the examined Wald and Savage criteria for making optimal decisions, confirmed by many experiments. The developed methods are tested on the online community on the social network Facebook. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13278-022-01021-4. Springer Vienna 2023-01-03 2023 /pmc/articles/PMC9808702/ /pubmed/36619664 http://dx.doi.org/10.1007/s13278-022-01021-4 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Fedushko, Solomiia
Molodetska, Kateryna
Syerov, Yuriy
Decision-making approaches in the antagonistic digital communication of the online communities users
title Decision-making approaches in the antagonistic digital communication of the online communities users
title_full Decision-making approaches in the antagonistic digital communication of the online communities users
title_fullStr Decision-making approaches in the antagonistic digital communication of the online communities users
title_full_unstemmed Decision-making approaches in the antagonistic digital communication of the online communities users
title_short Decision-making approaches in the antagonistic digital communication of the online communities users
title_sort decision-making approaches in the antagonistic digital communication of the online communities users
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9808702/
https://www.ncbi.nlm.nih.gov/pubmed/36619664
http://dx.doi.org/10.1007/s13278-022-01021-4
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