Cold Start

The problem of making predictions for new users or new items with no historical interaction data. Common in recommendation systems. Solutions: content-based features (what does the item look like?), onboarding flows (ask users about preferences), and exploration strategies (serve new items to a fraction of users to gather data quickly).

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