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posted by janrinok on Thursday November 18 2021, @01:57AM   Printer-friendly
from the can't-we-all-just-get-along? dept.

From a recent Science Reports paper:

Online debates are often characterised by extreme polarisation and heated discussions among users. The presence of hate speech online is becoming increasingly problematic, making necessary the development of appropriate countermeasures. In this work, we perform hate speech detection on a corpus of more than one million comments on YouTube videos through a machine learning model, trained and fine-tuned on a large set of hand-annotated data.

Our analysis shows that there is no evidence of the presence of "pure haters", meant as active users posting exclusively hateful comments. Moreover, coherently with the echo chamber hypothesis, we find that users skewed towards one of the two categories of video channels (questionable, reliable) are more prone to use inappropriate, violent, or hateful language within their opponents' community.

Interestingly, users loyal to reliable sources use on average a more toxic language than their counterpart. Finally, we find that the overall toxicity of the discussion increases with its length, measured both in terms of the number of comments and time. Our results show that, coherently with Godwin's law, online debates tend to degenerate towards increasingly toxic exchanges of views.

Journal Reference:
M. Cinelli, A. Pelicon, I. Mozetič, et al. Dynamics of online hate and misinformation. [open] Sci Rep 11, 22083 (2021).
DOI: 10.1038/s41598-021-01487-w


Original Submission

 
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  • (Score: 5, Informative) by epitaxial on Thursday November 18 2021, @01:50PM (2 children)

    by epitaxial (3165) on Thursday November 18 2021, @01:50PM (#1197388)

    Actual conservatives would agree that a company that makes employees wear masks is free to do so. You aren't required to be employed by them so find employment elsewhere if you don't like it. Nope instead they make a law saying a company isn't allowed to do that.

    Modern day conservatives make Ronald Reagan look like a leftist.

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  • (Score: 1, Insightful) by Anonymous Coward on Thursday November 18 2021, @05:00PM (1 child)

    by Anonymous Coward on Thursday November 18 2021, @05:00PM (#1197470)

    Actual conservatives

    Now there's your problem. The term "conservative" has been used to describe just about every political position imaginable, from pro-serfdom, to pro-slavery, to pro-monarchy. Just about the only consistent thread in conservatism is the belief that would-be reformers should shut up and go home, so that everybody can go back to business as usual.

    • (Score: 0) by Anonymous Coward on Friday November 19 2021, @04:52PM

      by Anonymous Coward on Friday November 19 2021, @04:52PM (#1197751)

      You missed pro-colonialism.