Approximating Contribution in Misinformation Mitigation
This paper addresses the fair allocation of incentives for engaged influencers, an underexplored dimension that is critical for ensuring the long-term sustainability of misinformation mitigation, and proposes VG-App, an efficient sampling-based approximation algorithm with provable accuracy guarantees.