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Cross-platform information spread during the January 6th capitol riots

Social media has become an integral component of the modern information system. An average person typically has multiple accounts across different platforms. At the same time, the rise of social media facilitates the spread of online mis/disinformation narratives within and across these platforms. I...

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Detalles Bibliográficos
Autores principales: Ng, Lynnette Hui Xian, Cruickshank, Iain J., Carley, Kathleen M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9461432/
https://www.ncbi.nlm.nih.gov/pubmed/36105923
http://dx.doi.org/10.1007/s13278-022-00937-1
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author Ng, Lynnette Hui Xian
Cruickshank, Iain J.
Carley, Kathleen M.
author_facet Ng, Lynnette Hui Xian
Cruickshank, Iain J.
Carley, Kathleen M.
author_sort Ng, Lynnette Hui Xian
collection PubMed
description Social media has become an integral component of the modern information system. An average person typically has multiple accounts across different platforms. At the same time, the rise of social media facilitates the spread of online mis/disinformation narratives within and across these platforms. In this study, we characterize the coordinated information dissemination of information laden with mis- and disinformation narratives within and across two platforms, Parler and Twitter, during the online discourse surrounding the January 6th 2021 Capitol Riots event. Through the use of username similarity, we discover joint theme endorsements between both platforms. Using anomalously high volume of shared-link matches of external websites and YouTube videos, we discover separate information consumption habits between both platforms, with very few common sources of information between users of the different platforms. However, through analyzing the similarity of the texts with Locality Sensitive Hashing of constructed text vectors, we identify similar narratives between the platforms despite separate consumption of external websites, highlighting the similarities and differences of information spread within and between the two social media environments.
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spelling pubmed-94614322022-09-10 Cross-platform information spread during the January 6th capitol riots Ng, Lynnette Hui Xian Cruickshank, Iain J. Carley, Kathleen M. Soc Netw Anal Min Original Article Social media has become an integral component of the modern information system. An average person typically has multiple accounts across different platforms. At the same time, the rise of social media facilitates the spread of online mis/disinformation narratives within and across these platforms. In this study, we characterize the coordinated information dissemination of information laden with mis- and disinformation narratives within and across two platforms, Parler and Twitter, during the online discourse surrounding the January 6th 2021 Capitol Riots event. Through the use of username similarity, we discover joint theme endorsements between both platforms. Using anomalously high volume of shared-link matches of external websites and YouTube videos, we discover separate information consumption habits between both platforms, with very few common sources of information between users of the different platforms. However, through analyzing the similarity of the texts with Locality Sensitive Hashing of constructed text vectors, we identify similar narratives between the platforms despite separate consumption of external websites, highlighting the similarities and differences of information spread within and between the two social media environments. Springer Vienna 2022-09-09 2022 /pmc/articles/PMC9461432/ /pubmed/36105923 http://dx.doi.org/10.1007/s13278-022-00937-1 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature 2022, Springer Nature or its licensor 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 Original Article
Ng, Lynnette Hui Xian
Cruickshank, Iain J.
Carley, Kathleen M.
Cross-platform information spread during the January 6th capitol riots
title Cross-platform information spread during the January 6th capitol riots
title_full Cross-platform information spread during the January 6th capitol riots
title_fullStr Cross-platform information spread during the January 6th capitol riots
title_full_unstemmed Cross-platform information spread during the January 6th capitol riots
title_short Cross-platform information spread during the January 6th capitol riots
title_sort cross-platform information spread during the january 6th capitol riots
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9461432/
https://www.ncbi.nlm.nih.gov/pubmed/36105923
http://dx.doi.org/10.1007/s13278-022-00937-1
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