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An Attentional Recurrent Neural Network for Personalized Next Location Recommendation
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An Attentional Recurrent Neural Network for Personalized Next Location Recommendation (2020)An Attentional Recurrent Neural Network f…Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting the Next Location:…Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Modeling User Activity Prefer…PG² Net: Personalized and Group Preferences Guided Network for Next Place Prediction (2024)PG² Net: Personalized and Gro…Modeling dynamic spatiotemporal user preference for location prediction: a mutually enhanced method (2024)Modeling dynamic spatiotempor…Activity-Aware Human Mobility Prediction With Hierarchical Graph Attention Recurrent Network (2024)Activity-Aware Human Mobility…Modeling urban scale human mobility through big data analysis and machine learning (2023)Modeling urban scale human mo…Translating Human Mobility Forecasting through Natural Language Generation (2022)Translating Human Mobility Fo…Human Trajectory Completion with Transformers (2022)Human Trajectory Completion w…Beyond fixed time and space: next POI recommendation via multi-grained context and correlation (2022)Beyond fixed time and space: …Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction (2021)Spatio-Temporal Urban Knowled…Self-supervised human mobility learning for next location prediction and trajectory classification (2021)Self-supervised human mobilit…Missing POI Check-in Identification Using Generative Adversarial Networks (2021)Missing POI Check-in Identifi…Friendship and mobility (2011)Discovering regions of different functions in a city using human mobility and POIs (2012)Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks (2016)Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach (2019)Exploring Millions of Footprints in Location Sharing Services (2021)A survey on deep learning for human mobility (2023)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning (2023)Predicting Human Mobility via Self-Supervised Disentanglement Learning (2023)A Universal Model for Human Mobility Prediction (2025)DeepMove (2018)An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques (2024)GeoAI enabled urban computing: status and challenges (2025)Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)Sustainable Mobility in the Century of Metropolises: Case Study of Greater London (2024)Understanding Human Mobility from Twitter (2015)Analysis of Spatial Aggregation and Activity of the Urban Population of Almaty Based on Cluster Analysis (2025)Determining Future Travel Behavior from Past Travel Experience and Perceptions of Risk and Safety (1998)POI2Vec: Geographical Latent Representation for Predicting Future Visitors (2017)Improving next location prediction with inferred activity semantics in mobile phone data (2025)
this work references cited by second hop

References

  • 2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
  • 2014Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs857 cited

Cited by

  • 2021Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction59 cited
  • 2021Self-supervised human mobility learning for next location prediction and trajectory classification49 cited
  • 2022Translating Human Mobility Forecasting through Natural Language Generation20 cited
  • 2023Modeling urban scale human mobility through big data analysis and machine learning19 cited
  • 2024Activity-Aware Human Mobility Prediction With Hierarchical Graph Attention Recurrent Network14 cited
  • 2024Modeling dynamic spatiotemporal user preference for location prediction: a mutually enhanced method14 cited
  • 2024PG² Net: Personalized and Group Preferences Guided Network for Next Place Prediction13 cited
  • 2022Beyond fixed time and space: next POI recommendation via multi-grained context and correlation11 cited
  • 2022Human Trajectory Completion with Transformers8 cited
  • 2021Missing POI Check-in Identification Using Generative Adversarial Networks6 cited

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