Improving Real Estate Appraisal with POI Integration and Areal Embedding
This study addresses the impact of Points of Interest (POI) on property values and introduces the AMMASI model, which enhances real estate appraisal by incorporating road-network-based Areal Embedding and masked multi-head attention, significantly improving house price prediction compared to existing models.
Nov 20, 2023
