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Monday, 24 August 2026

Google Research Introduces ME-POIs: A Mobility-Informed Framework that Adds “How a Place Is Used” to Text-Based POI Embeddings

MarkTechPost 1 month ago 19

Google Research and USC released Mobility-Embedded POIs (ME-POIs), a framework that adds aggregate movement patterns to text-based place embeddings. It reports relative gains up to 81.9% F1 for visit-intent on Los Angeles mobility data. Deployability is limited because the paper is released without public code or weights and requires licensed foot-traffic/visit logs plus POI polygons.

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