Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
☆144Oct 18, 2018Updated 7 years ago
Alternatives and similar repositories for STRNN
Users that are interested in STRNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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…☆64Nov 26, 2020Updated 5 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Jan 23, 2025Updated last year
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆92Apr 15, 2023Updated 2 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Jul 9, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Keras implementation of STF-RNN: Space Time Features-based Recurrent Neural Network for Predicting People Next Location☆29Sep 1, 2017Updated 8 years ago
- Next location prediction based on Theano☆95Mar 25, 2020Updated 6 years ago
- In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Succes…☆38Jan 13, 2019Updated 7 years ago
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆23Dec 18, 2023Updated 2 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆191May 23, 2023Updated 2 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆20Apr 4, 2022Updated 3 years ago
- This is an implementation of the POI recommendation model-PPR.☆10Apr 19, 2023Updated 2 years ago
- Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation☆58Sep 23, 2015Updated 10 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35May 16, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45May 1, 2018Updated 7 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆53Jun 21, 2020Updated 5 years ago
- Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020☆24May 29, 2021Updated 4 years ago
- a cnn neural network for personalized POI recommendation in location-based social networks☆34Nov 19, 2019Updated 6 years ago
- ☆48Feb 9, 2021Updated 5 years ago
- This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.☆12Jun 17, 2024Updated last year
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Mar 5, 2023Updated 3 years ago
- A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.☆72Sep 12, 2019Updated 6 years ago
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆18Mar 7, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for my PAKDD-2019, Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction☆21Jul 10, 2020Updated 5 years ago
- KDD2019☆30Apr 8, 2020Updated 5 years ago
- An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)☆15Mar 10, 2022Updated 4 years ago
- 本仓库是对CIKM16文章(Learning Graph-based POI Embedding for Location-based Recommendation)的复现☆24Nov 21, 2019Updated 6 years ago
- Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation (KDD19)☆27Apr 8, 2020Updated 5 years ago
- LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation☆18Oct 20, 2021Updated 4 years ago
- [TRC] Context-aware next location prediction☆45Jan 3, 2024Updated 2 years ago
- ☆12Sep 18, 2022Updated 3 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆93Sep 2, 2025Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆43Sep 8, 2019Updated 6 years ago
- Python implementation of "Factorizing Personalized Markov Chains for Next-Basket Recommendation"☆99May 5, 2016Updated 9 years ago
- The pytorch implementation of KBGNN☆16Jan 30, 2023Updated 3 years ago
- Adversarial Point-of-Interest Recommendation☆25Feb 14, 2018Updated 8 years ago
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆19Oct 29, 2022Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- ☆11Sep 23, 2020Updated 5 years ago