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POI2Vec: Geographical Latent Representation for Predicting Future Visitors

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References

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2014LORE254 cited
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2018Multi-Context Integrated Deep Neural Network Model for Next Location Prediction42 cited
2019Place niche and its regional variability: Measuring spatial context patterns for points of interest with representation learning39 cited
2020Modeling Spatial Trajectories With Attribute Representation Learning37 cited
2018DeepMove: Learning Place Representations through Large Scale Movement Data34 cited

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2022GeoBERT: Pre-Training Geospatial Representation Learning on Point-of-Interest32 cited

2019Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction30 cited

2020Linking OpenStreetMap with knowledge graphs — Link discovery for schema-agnostic volunteered geographic information29 cited

2019A regionalization method for clustering and partitioning based on trajectories from NLP perspective29 cited

2023Unsupervised embedding of trajectories captures the latent structure of scientific migration27 cited

2023Predicting Human Mobility via Self-Supervised Disentanglement Learning23 cited