yongqyu / STRNN
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
☆140Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for STRNN
- Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆146Updated 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…☆62Updated 3 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆88Updated last year
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆171Updated last year
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Updated 5 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆59Updated 4 years ago
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆41Updated 6 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆45Updated 4 years ago
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆41Updated 5 years ago
- Next location prediction based on Theano☆93Updated 4 years ago
- DMVST-Net for AAAI 2018☆106Updated 3 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆199Updated last year
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆19Updated 2 years ago
- 本仓库是对CIKM16文章(Learning Graph-based POI Embedding for Location-based Recommendation)的复现☆23Updated 5 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆33Updated last year
- ☆42Updated 5 years ago
- ☆140Updated 4 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆42Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 5 years ago
- In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Succes…☆37Updated 5 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆19Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆33Updated last month
- ST-LSTM network implemented using PyTorch.☆43Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation☆57Updated 9 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆64Updated 2 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆110Updated 4 years ago