JD Tech Talk
Oct 12, 2020 · Artificial Intelligence
Transfer Learning for Human Mobility Modeling in New Cities
The paper presented at WWW 2020 proposes a transfer‑learning framework that leverages POI, road‑network and traffic data from existing cities to generate realistic human mobility trajectories for a target city by modeling mobility intentions, origin‑destination pairs, and routes, and validates the approach with extensive experiments across multiple Chinese cities.
AIdomain generalizationhuman mobility
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