w11wo/GenUP
[SIGSPATIAL 2025] GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
This project helps build a smart recommendation system that suggests the next location a person might visit. It takes a user's past location check-in data and generates a detailed profile, which is then used to predict future points of interest. This would be valuable for anyone in location-based marketing, urban planning, or tourism looking to understand and anticipate user movement patterns.
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Use this if you want to predict a user's next location based on their historical check-in data to enhance recommendation engines.
Not ideal if you need to build a recommendation system for items other than physical locations or if you lack extensive geographical check-in data.
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22
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2
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Jun 20, 2025
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