Nov 20, 2020 · Our work categorizes and critically analyzes the recent POI recommendation works based on different deep learning paradigms and other relevant ...
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Feb 1, 2022 · This work is the first comprehensive survey of all major deep learning-based POI recommendation works.
Our work categorizes and critically analyzes the recent POI recommendation works based on different deep learning paradigms and other relevant features. This ...
A Survey on Deep Learning Based Point-Of-Interest (POI ...
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Our work categorizes and critically analyzes the recent POI recommendation works based on different deep learning paradigms and other relevant features. This ...
Oct 3, 2024 · Our survey stands out by offering a comprehensive, up-to-date review of POI recommendation systems, covering advancements in models, architectures, and ...
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Nov 20, 2020 · A POI recommendation algorithm, SGGCN, which integrates social relationships and geographical influence is proposed, which uses a graph ...
A Survey on Deep Learning Based Point-Of-Interest (POI) Recommendations.pdf · Latest commit · History · Breadcrumbs.
Point-of-interest (POI) recommendation has emerged as a focal point in the research of location-based social network (LBSN) in recent years.
Finding valid features from the check-in data is the key to POI recommendation. Deep learning is a multi-level representation learning method, which can better ...
Nov 30, 2020 · Personalized POI recommendation based on check-in data and geographical-regional influence. In Proceedings of the 3rd International Conference ...