Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。
☆243Feb 18, 2024Updated 2 years ago
Alternatives and similar repositories for POI-Recommendation
Users that are interested in POI-Recommendation are comparing it to the libraries listed below
Sorting:
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆190May 23, 2023Updated 2 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆91Sep 2, 2025Updated 6 months ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆54Dec 13, 2021Updated 4 years ago
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆21May 23, 2024Updated last year
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆23Dec 18, 2023Updated 2 years ago
- ☆76May 30, 2024Updated last year
- ☆31Jul 13, 2022Updated 3 years ago
- ☆17May 13, 2023Updated 2 years ago
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆39Sep 3, 2023Updated 2 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23May 28, 2024Updated last year
- ☆12Jan 12, 2023Updated 3 years ago
- A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation (TOIS 2022)☆12Jan 21, 2022Updated 4 years ago
- The implementation of STAR-HiT.☆11Oct 18, 2023Updated 2 years ago
- Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation☆13Nov 21, 2022Updated 3 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆91Apr 15, 2023Updated 2 years ago
- Attentive Sequential Model Based on Graph Neural Network for Next POI Recommendation☆11Sep 6, 2022Updated 3 years ago
- AAAI 23☆23Feb 8, 2024Updated 2 years ago
- This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.☆12Jun 17, 2024Updated last year
- ☆10Aug 16, 2022Updated 3 years ago
- Next location prediction based on Theano☆94Mar 25, 2020Updated 5 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…☆64Nov 26, 2020Updated 5 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35May 16, 2023Updated 2 years ago
- ☆12Sep 18, 2022Updated 3 years ago
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆12Sep 8, 2024Updated last year
- Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation☆16May 23, 2023Updated 2 years ago
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆22Jun 11, 2025Updated 8 months ago
- The official PyTorch implementation of Diff-POI.☆34Dec 7, 2024Updated last year
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Sep 28, 2024Updated last year
- ☆43Sep 8, 2019Updated 6 years ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆19Dec 13, 2021Updated 4 years ago
- ☆67Jan 28, 2026Updated last month
- CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation☆13Dec 23, 2024Updated last year
- [TRC] Context-aware next location prediction☆45Jan 3, 2024Updated 2 years ago
- Curriculum Meta-Learning for Next POI Recommendation☆18Sep 6, 2021Updated 4 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- KDD2025, Generative Next POI Recommendation with Semantic ID☆32Jan 12, 2026Updated last month
- This is an implementation of the POI recommendation model-PPR.☆10Apr 19, 2023Updated 2 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Jan 23, 2025Updated last year
- [SIGSPATIAL 2025] GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems☆22Jun 20, 2025Updated 8 months ago