Research & academia
How mobility gives language models a deeper understanding of place
ME-POIs combines a place’s static identity with its collective visit rhythms, giving models a richer representation for predicting attributes of unseen places.
Why it matters: A pre-enriched place representation can help downstream systems infer attributes such as operating hours and price levels without calculating them from scratch each time. It captures aggregate patterns, not individual users or personalized behavior.