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Julia Neidhardt

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Book Open access Sep 2026

When Should Recommender Systems Not Act?

Recommender systems (RSs) can produce useful outcomes, but they can also cause harm. This raises a basic operational question for responsible recommendation: under what conditions should a system withhold the action it would otherwise select? We define justified non-action as withholding this action in favor of an alte...

Julia Neidhardt, T. Kolb, Ahmadou Wagne et al. · 0 citations

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