Point-of-Interest (POI) recommendation is an important task in location-based networks . We propose to jointly model variousspatial-temporal factors by context-aware non-successive modeling . In the long-term module, we split user’s all historical check-ins into seven sequences, then we combine them by attention . Attention of interest-level is used to combine all factors and interests, respectively . Experiments on two real-world datasetsdemonstrate the state-of the art performance of our method, authors say . Back to Mail Online home: Back to the page you came from, see www.mailonline.co.uk for more information about the study .

Author(s) : Qiang Cui, Yafeng Zhang, Jinpeng Wang

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Keywords : interest - attention - context - combine - point -

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