[WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
☆155Jan 23, 2025Updated last year
Alternatives and similar repositories for DeepMove
Users that are interested in DeepMove are comparing it to the libraries listed below
Sorting:
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆14Sep 21, 2021Updated 4 years ago
- Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Pref…☆64Nov 26, 2020Updated 5 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Jan 10, 2022Updated 4 years ago
- ☆48Feb 9, 2021Updated 5 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆190May 23, 2023Updated 2 years ago
- This is for AAAI2020 submission #9808☆20Nov 11, 2024Updated last year
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆92Apr 15, 2023Updated 2 years ago
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆12Mar 19, 2024Updated 2 years ago
- [TRC] Context-aware next location prediction☆45Jan 3, 2024Updated 2 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 4 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Jul 9, 2019Updated 6 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆93Sep 2, 2025Updated 6 months ago
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆18Mar 7, 2022Updated 4 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35May 16, 2023Updated 2 years ago
- source_code for TULVAE☆22Feb 14, 2018Updated 8 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Sep 28, 2024Updated last year
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆21Sep 18, 2022Updated 3 years ago
- Next location prediction based on Theano☆94Mar 25, 2020Updated 5 years ago
- An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)☆15Mar 10, 2022Updated 4 years ago
- This is an implementation of the POI recommendation model-PPR.☆10Apr 19, 2023Updated 2 years ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆19Dec 13, 2021Updated 4 years ago
- In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Succes…☆38Jan 13, 2019Updated 7 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Mar 5, 2023Updated 3 years ago
- [WWW 2019] DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data☆44Apr 9, 2025Updated 11 months ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆53Jun 21, 2020Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Apr 10, 2020Updated 5 years ago
- Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation☆58Sep 23, 2015Updated 10 years ago
- ☆18Jan 9, 2024Updated 2 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆20Apr 4, 2022Updated 3 years ago
- Paper list in traffic prediction field☆229Jul 6, 2024Updated last year
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45May 1, 2018Updated 7 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Jan 31, 2026Updated last month
- ☆17Aug 6, 2023Updated 2 years ago
- ☆150Jun 3, 2020Updated 5 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Mar 25, 2019Updated 6 years ago
- ☆147May 4, 2022Updated 3 years ago