mie-lab / location-prediction
[TRC] Context-aware next location prediction
☆44Updated last year
Alternatives and similar repositories for location-prediction
Users that are interested in location-prediction are comparing it to the libraries listed below
Sorting:
- 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
- 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
- Large Language Models as Human Mobility Predictors☆50Updated 6 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆81Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆48Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆58Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- This is for AAAI2020 submission #9808☆9Updated 5 years ago
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆21Updated 2 years ago
- This is for AAAI2020 submission #9808☆19Updated 6 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆53Updated last year
- Traffic accident prediction using graph neural networks☆48Updated 6 months ago
- ☆137Updated 3 years ago
- source_code for TULVAE☆23Updated 7 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆178Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆78Updated 11 months ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆24Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆42Updated 4 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆151Updated 3 months ago
- ☆91Updated 2 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆47Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆126Updated 10 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆40Updated last year