vonfeng / DeepMoveLinks
[WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
☆155Updated 10 months ago
Alternatives and similar repositories for DeepMove
Users that are interested in DeepMove are comparing it to the libraries listed below
Sorting:
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆189Updated 2 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Updated 7 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆54Updated 3 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆86Updated 3 months ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- This is for AAAI2020 submission #9808☆20Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- Dynamic Switch-Attention Network☆20Updated 4 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆52Updated 5 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Updated 6 years ago
- MetaST for WWW 2019☆52Updated 5 years ago
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆18Updated 3 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆22Updated last year
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆27Updated 5 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆91Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- 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 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23Updated last year
- Attentive Traffic Flow Machines☆59Updated 5 years ago