An-Ran Zhang

Give the Long-tail More SPACE: Promoting Provider Fairness in Next POI Recommendation

Next point-of-interest (POI) recommendation predicts users’ future destinations from historical mobility sequences and has become a key component of location-based services. However, mainstream models often concentrate exposure on a small set of popular POIs, leaving long-tail merchants systematically under-exposed. Wh...