[WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
☆156Jan 23, 2025Updated last year
Alternatives and similar repositories for DeepMove
Users that are interested in DeepMove are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆145Oct 18, 2018Updated 8 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…☆63Nov 26, 2020Updated 5 years ago
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆13Sep 21, 2021Updated 5 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆195May 23, 2023Updated 3 years ago
- ☆49Feb 9, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is for AAAI2020 submission #9808☆19Nov 11, 2024Updated last year
- 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
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆92Apr 15, 2023Updated 3 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Jul 9, 2019Updated 7 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 5 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☆47Jan 3, 2024Updated 2 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆106Sep 2, 2025Updated last year
- Personalized spatio-temporal graph network for the next POI recommendation☆36May 16, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PG2Net: Personalized and Group PreferenceGuided Network for Next Place Prediction☆10Dec 20, 2022Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆39Sep 28, 2024Updated 2 years ago
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆20Sep 18, 2022Updated 4 years ago
- source_code for TULVAE☆21Feb 14, 2018Updated 8 years ago
- An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)☆15Mar 10, 2022Updated 4 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Apr 10, 2020Updated 6 years ago
- Next location prediction based on Theano☆95Mar 25, 2020Updated 6 years ago
- [WWW 2019] DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data☆43Apr 9, 2025Updated last year
- This is an implementation of the POI recommendation model-PPR.☆10Apr 19, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- Large Language Models as Human Mobility Predictors☆65Nov 9, 2024Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Sep 29, 2024Updated 2 years ago
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Mar 5, 2023Updated 3 years ago
- Human Mobility Prediction Challenge: Next Location Prediction using Spatiotemporal BERT☆12Dec 18, 2023Updated 2 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆55Jun 21, 2020Updated 6 years ago
- Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation☆58Sep 23, 2015Updated 11 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Jun 11, 2019Updated 7 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆20Apr 4, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Paper list in traffic prediction field☆234Jul 6, 2024Updated 2 years ago
- ☆152May 4, 2022Updated 4 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆22Jan 31, 2026Updated 9 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆152Apr 10, 2021Updated 5 years ago
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45May 1, 2018Updated 8 years ago
- KDD2019☆30Apr 8, 2020Updated 6 years ago
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆23Dec 18, 2023Updated 2 years ago