Rescuing Counterspeech: A Bridging-Based Approach to Combating Misinformation
Social media has a misinformation problem, and counterspeech -- fighting bad speech with more speech -- has been an ineffective solution. Here, we argue that bridging-based ranking -- an algorithmic approach to promoting content favored by users of diverse viewpoints -- is a promising approach to he...
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Zusammenfassung: | Social media has a misinformation problem, and counterspeech -- fighting bad
speech with more speech -- has been an ineffective solution. Here, we argue
that bridging-based ranking -- an algorithmic approach to promoting content
favored by users of diverse viewpoints -- is a promising approach to helping
counterspeech combat misinformation. By identifying counterspeech that is
favored both by users who are inclined to agree and by users who are inclined
to disagree with a piece of misinformation, bridging promotes counterspeech
that persuades the users most likely to believe the misinformation.
Furthermore, this algorithmic approach leverages crowd-sourced votes, shifting
discretion from platforms back to users and enabling counterspeech at the speed
and scale required to combat misinformation online. Bridging is respectful of
users' autonomy and encourages broad participation in healthy exchanges; it
offers a way for the free speech tradition to persist in modern speech
environments. |
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DOI: | 10.48550/arxiv.2410.12699 |