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Dynamic Recommendation of POI Sequence Responding to Historical Trajectory

Jianfeng Huang, Yuefeng Liu, Yue Chen, Chen Jia
2019 ISPRS International Journal of Geo-Information  
A novel POI sequence recommendation framework, named Dynamic Recommendation of POI Sequence (DRPS), is proposed, which models the POI sequence recommendation as a Sequence-to-Sequence (Seq2Seq) learning  ...  Differing from other recommenders, who only recommend the next POI, this research focuses on the successive POI sequence recommendation.  ...  [30] proposed the Hierarchical Contextual POI Sequence (HiCaPS) model to formulate the user preference as a hierarchical structure and then developed a hierarchy aggregation technique for the POI sequence  ... 
doi:10.3390/ijgi8100433 fatcat:rgrnkxkf3zdzfe2ur7rvu5l7pm