vonfeng / DeepMove
[WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
☆151Updated 3 months ago
Alternatives and similar repositories for DeepMove:
Users that are interested in DeepMove are comparing it to the libraries listed below
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆142Updated 6 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆177Updated last year
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆35Updated 7 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆48Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- This is for AAAI2020 submission #9808☆19Updated 5 months ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆202Updated last year
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 5 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆50Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- MetaST for WWW 2019☆52Updated 4 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆87Updated 2 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆54Updated 5 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 7 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆139Updated 4 years ago
- A collection of research on spatio-temporal data mining☆150Updated 3 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆47Updated 3 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆73Updated 2 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 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…☆64Updated 4 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- ☆22Updated 6 years ago
- Robust & Reliable Route Recommendation on Road Networks☆24Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago