Mapping the terrain of hate : identifying and analyzing online communities and political parties engaged in hate speech against Muslims and LGBTQ+ communities
Unlu, A., Truong, S., & Kotonen, T. (2024). Mapping the terrain of hate : identifying and analyzing online communities and political parties engaged in hate speech against Muslims and LGBTQ+ communities. International Journal of Data Science and Analytics, Early online. https://doi.org/10.1007/s41060-024-00571-4
Julkaistu sarjassa
International Journal of Data Science and AnalyticsPäivämäärä
2024Tekijänoikeudet
© The Author(s) 2024
This study investigates the impact of X on political discourse and hate speech in Finland, focusing on Muslim and LGBTQ+ communities from 2018 to 2023. During this period, these groups have experienced increased hate speech and a concerning surge in hate crimes. Utilizing network analysis methods, we identified online communities and examined the interactions between Finnish MPs and these communities. Our investigation centered on uncovering the emergence of networks propagating hate speech, assessing the involvement of political figures, and exploring the formation dynamics of digital communities. Employing agenda-setting theory and methodologies including text classification, topic modeling, network analysis, and correspondence analysis, the research uncovers varied communication patterns in retweet and mention networks. Retweet networks tend to be more fragmented and smaller, with participation primarily from far-right Finns Party MPs, whereas mention networks exhibit wider political representation, including members from all parties. Findings highlight the Finns Party MPs' significant role in fostering divisive, emotionally charged communications within politically segregated retweet communities, contrasting with their broader engagement in mention networks. The study underscores the necessity for cross-party efforts to combat hate speech, promote inclusive dialogue, and mitigate political polarization.
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Julkaisija
SpringerISSN Hae Julkaisufoorumista
2364-415XAsiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/216002105
Metadata
Näytä kaikki kuvailutiedotKokoelmat
Lisätietoja rahoituksesta
Open Access funding provided by Finnish Institute for Health and Welfare. The primary author was awarded research grants by the Nordic Research Council for Criminology (NSfK).Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
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