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Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate

Internet and social media participation open doors to a plethora of positive opportunities for the general public. However, in addition to these positive aspects, digital technology also provides an effective medium for spreading hateful content in the form of cyberbullying, bigotry, hateful ideolog...

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Autores principales: Waqas, Ahmed, Salminen, Joni, Jung, Soon-gyo, Almerekhi, Hind, Jansen, Bernard J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6763199/
https://www.ncbi.nlm.nih.gov/pubmed/31557227
http://dx.doi.org/10.1371/journal.pone.0222194
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author Waqas, Ahmed
Salminen, Joni
Jung, Soon-gyo
Almerekhi, Hind
Jansen, Bernard J.
author_facet Waqas, Ahmed
Salminen, Joni
Jung, Soon-gyo
Almerekhi, Hind
Jansen, Bernard J.
author_sort Waqas, Ahmed
collection PubMed
description Internet and social media participation open doors to a plethora of positive opportunities for the general public. However, in addition to these positive aspects, digital technology also provides an effective medium for spreading hateful content in the form of cyberbullying, bigotry, hateful ideologies, and harassment of individuals and groups. This research aims to investigate the growing body of online hate research (OHR) by mapping general research indices, prevalent themes of research, research hotspots, and influential stakeholders such as organizations and contributing regions. For this, we use scientometric techniques and collect research papers from the Web of Science core database published through March 2019. We apply a predefined search strategy to retrieve peer-reviewed OHR and analyze the data using CiteSpace software by identifying influential papers, themes of research, and collaborating institutions. Our results show that higher-income countries contribute most to OHR, with Western countries accounting for most of the publications, funded by North American and European funding agencies. We also observed increased research activity post-2005, starting from more than 50 publications to more than 550 in 2018. This applies to a number of publications as well as citations. The hotbeds of OHR focus on cyberbullying, social media platforms, co-morbid mental disorders, and profiling of aggressors and victims. Moreover, we identified four main clusters of OHR: (1) Cyberbullying, (2) Sexual solicitation and intimate partner violence, (3) Deep learning and automation, and (4) Extremist and online hate groups, which highlight the cross-disciplinary and multifaceted nature of OHR as a field of research. The research has implications for researchers and policymakers engaged in OHR and its associated problems for individuals and society.
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spelling pubmed-67631992019-10-12 Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate Waqas, Ahmed Salminen, Joni Jung, Soon-gyo Almerekhi, Hind Jansen, Bernard J. PLoS One Research Article Internet and social media participation open doors to a plethora of positive opportunities for the general public. However, in addition to these positive aspects, digital technology also provides an effective medium for spreading hateful content in the form of cyberbullying, bigotry, hateful ideologies, and harassment of individuals and groups. This research aims to investigate the growing body of online hate research (OHR) by mapping general research indices, prevalent themes of research, research hotspots, and influential stakeholders such as organizations and contributing regions. For this, we use scientometric techniques and collect research papers from the Web of Science core database published through March 2019. We apply a predefined search strategy to retrieve peer-reviewed OHR and analyze the data using CiteSpace software by identifying influential papers, themes of research, and collaborating institutions. Our results show that higher-income countries contribute most to OHR, with Western countries accounting for most of the publications, funded by North American and European funding agencies. We also observed increased research activity post-2005, starting from more than 50 publications to more than 550 in 2018. This applies to a number of publications as well as citations. The hotbeds of OHR focus on cyberbullying, social media platforms, co-morbid mental disorders, and profiling of aggressors and victims. Moreover, we identified four main clusters of OHR: (1) Cyberbullying, (2) Sexual solicitation and intimate partner violence, (3) Deep learning and automation, and (4) Extremist and online hate groups, which highlight the cross-disciplinary and multifaceted nature of OHR as a field of research. The research has implications for researchers and policymakers engaged in OHR and its associated problems for individuals and society. Public Library of Science 2019-09-26 /pmc/articles/PMC6763199/ /pubmed/31557227 http://dx.doi.org/10.1371/journal.pone.0222194 Text en © 2019 Waqas et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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
Waqas, Ahmed
Salminen, Joni
Jung, Soon-gyo
Almerekhi, Hind
Jansen, Bernard J.
Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title_full Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title_fullStr Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title_full_unstemmed Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title_short Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate
title_sort mapping online hate: a scientometric analysis on research trends and hotspots in research on online hate
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6763199/
https://www.ncbi.nlm.nih.gov/pubmed/31557227
http://dx.doi.org/10.1371/journal.pone.0222194
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