An adaptive 'pull back after drift' content consumption policy can prevent recommendation-induced opinion drift and, when users value opinion preservation, can yield higher expected utility than a fixed engagement policy.
Levy, ``Social media, news consumption, and polarization: Evidence from a field experiment
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Reactive Users vs. Social Recommender Systems: Managing Opinion Drifts with Adaptive Policies
An adaptive 'pull back after drift' content consumption policy can prevent recommendation-induced opinion drift and, when users value opinion preservation, can yield higher expected utility than a fixed engagement policy.