vonfeng / DeepMoveLinks
[WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
☆152Updated 5 months ago
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☆142Updated 6 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated 9 months ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆181Updated 2 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆207Updated 2 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆47Updated 3 years ago
- MetaST for WWW 2019☆52Updated 4 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆245Updated last year
- A collection of research on spatio-temporal data mining☆154Updated 5 months ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated 2 years ago
- This is for AAAI2020 submission #9808☆20Updated 8 months ago
- Dynamic Switch-Attention Network☆20Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆85Updated last year
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆143Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 9 months ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆76Updated 3 years ago
- ☆22Updated 6 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆90Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆142Updated 6 months 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…☆64Updated 4 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 6 years ago
- ☆92Updated 3 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35Updated 2 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆27Updated 5 years ago