Next poi recommendation via graph embedding representation from h-deepwalk on hybrid network

HIGHLIGHTS

  • who: Next POI Recommendation via and colleagues from the School of Computer Science Technology, Heilongjiang University, Heilongjiang, China have published the paper: Next POI Recommendation via Graph Embedding Representation From H-Deepwalk on Hybrid Network, in the Journal: (JOURNAL)
  • what: The authors propose a novel social sequence-aware model. The experimental results on two real LBSN datasets show the model has outstanding performance in terms of AUC Recall ACC. The authors develop a model based on the social-geographic heterogeneous graph named SGBA(Social - Geographic Behavior Alliance model). The model proposes POI a pseudo-sequence . . .

     

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