2024
DOI: 10.1177/21582440241256438
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Politics on YouTube: Detecting Online Group Polarization Based on News Videos’ Comments

Raghvendra Mall,
Mridul Nagpal,
Joni Salminen
et al.

Abstract: Technology-mediated group toxicity polarization is a major socio-technological issue of our time. For better large-scale monitoring of polarization among social media news content, we quantify the toxicity of news video comments using a Toxicity Polarization Score. For polarizing news videos, our premise is that the comments’ toxicity approximates either an “M” or “U” shaped distribution—that is, there is unevenly balanced toxicity among the comments. We evaluate our premises through a case study using a datas… Show more

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