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The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit

A shift of paradigm is running over online social platforms: the over-centralization of these platforms is leaving room for decentralized solutions based on blockchain technologies, such as blockchain-based online social networks—BOSNs. Among the many unknown aspects of these techno-social systems,...

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Detalles Bibliográficos
Autores principales: Ba, Cheick Tidiane, Zignani, Matteo, Gaito, Sabrina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202840/
https://www.ncbi.nlm.nih.gov/pubmed/35709197
http://dx.doi.org/10.1371/journal.pone.0267612
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author Ba, Cheick Tidiane
Zignani, Matteo
Gaito, Sabrina
author_facet Ba, Cheick Tidiane
Zignani, Matteo
Gaito, Sabrina
author_sort Ba, Cheick Tidiane
collection PubMed
description A shift of paradigm is running over online social platforms: the over-centralization of these platforms is leaving room for decentralized solutions based on blockchain technologies, such as blockchain-based online social networks—BOSNs. Among the many unknown aspects of these techno-social systems, the objective of this study is to propose an analytical framework to assess the impact of the cryptocurrencies linked to a BOSN platform on the evolution of its social network and on the behavior of their users, in terms of production of content and/or its promotion through a voting and rewarding system. The framework has been applied to Steemit, one of the most widespread BOSNs, from which we collected three-year-long high-resolution data on its evolution along with the price of its main cryptocurrencies. On users’ activities extracted from these longitudinal data, we applied a time-series correlation analysis and a correlation analysis between the action allocation strategies and the obtained rewards, in the case of most central accounts. The analysis has highlighted pieces of evidence of the influence of the cryptocurrency price on users’ actions, particularly on actions that shape the structure of the social networks. Second, we also found highly rewarded users prefer actions related to the promotion of content rather than the creation of high-quality content, exploiting the reward distribution mechanisms implemented by the platform. These findings highlight that the shift of paradigm towards blockchain and cryptocurrency technologies might strengthen the influence of financial and economic factors rather than relational/social aspects on the evolution of these new complex techno-social systems.
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spelling pubmed-92028402022-06-17 The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit Ba, Cheick Tidiane Zignani, Matteo Gaito, Sabrina PLoS One Research Article A shift of paradigm is running over online social platforms: the over-centralization of these platforms is leaving room for decentralized solutions based on blockchain technologies, such as blockchain-based online social networks—BOSNs. Among the many unknown aspects of these techno-social systems, the objective of this study is to propose an analytical framework to assess the impact of the cryptocurrencies linked to a BOSN platform on the evolution of its social network and on the behavior of their users, in terms of production of content and/or its promotion through a voting and rewarding system. The framework has been applied to Steemit, one of the most widespread BOSNs, from which we collected three-year-long high-resolution data on its evolution along with the price of its main cryptocurrencies. On users’ activities extracted from these longitudinal data, we applied a time-series correlation analysis and a correlation analysis between the action allocation strategies and the obtained rewards, in the case of most central accounts. The analysis has highlighted pieces of evidence of the influence of the cryptocurrency price on users’ actions, particularly on actions that shape the structure of the social networks. Second, we also found highly rewarded users prefer actions related to the promotion of content rather than the creation of high-quality content, exploiting the reward distribution mechanisms implemented by the platform. These findings highlight that the shift of paradigm towards blockchain and cryptocurrency technologies might strengthen the influence of financial and economic factors rather than relational/social aspects on the evolution of these new complex techno-social systems. Public Library of Science 2022-06-16 /pmc/articles/PMC9202840/ /pubmed/35709197 http://dx.doi.org/10.1371/journal.pone.0267612 Text en © 2022 Ba et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ba, Cheick Tidiane
Zignani, Matteo
Gaito, Sabrina
The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title_full The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title_fullStr The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title_full_unstemmed The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title_short The role of cryptocurrency in the dynamics of blockchain-based social networks: The case of Steemit
title_sort role of cryptocurrency in the dynamics of blockchain-based social networks: the case of steemit
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202840/
https://www.ncbi.nlm.nih.gov/pubmed/35709197
http://dx.doi.org/10.1371/journal.pone.0267612
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