Research on Point-of-Interest Recommendation Method based on Graph Autoencoders and Long Short-Term Preferences
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- Research on Point-of-Interest Recommendation Method based on Graph Autoencoders and Long Short-Term Preferences
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Time-aware point-of-interest recommendation
SIGIR '13: Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrievalThe availability of user check-in data in large volume from the rapid growing location based social networks (LBSNs) enables many important location-aware services to users. Point-of-interest (POI) recommendation is one of such services, which is to ...
Learning geographical preferences for point-of-interest recommendation
KDD '13: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data miningThe problem of point of interest (POI) recommendation is to provide personalized recommendations of places of interests, such as restaurants, for mobile users. Due to its complexity and its connection to location based social networks (LBSNs), the ...
Graph-based Point-of-interest Recommendation with Geographical and Temporal Influences
CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge ManagementThe availability of user check-in data in large volume from the rapid growing location-based social networks (LBSNs) enables a number of important location-aware services. Point-of-interest (POI) recommendation is one of such services, which is to ...
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Association for Computing Machinery
New York, NY, United States
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