Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI 2020 accepted.
☆64Nov 26, 2020Updated 5 years ago
Alternatives and similar repositories for LSTPM
Users that are interested in LSTPM 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 Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆91Apr 15, 2023Updated 2 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆20Apr 4, 2022Updated 3 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35May 16, 2023Updated 2 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆53Jun 21, 2020Updated 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…☆38Jan 13, 2019Updated 7 years ago
- KDD2019☆30Apr 8, 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
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆23Dec 18, 2023Updated 2 years ago
- Code for my PAKDD-2019, Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction☆21Jul 10, 2020Updated 5 years ago
- Next location prediction based on Theano☆94Mar 25, 2020Updated 5 years ago
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Mar 5, 2023Updated 2 years ago
- Adversarial Point-of-Interest Recommendation☆25Feb 14, 2018Updated 8 years ago
- ☆48Feb 9, 2021Updated 5 years ago
- 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
- Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation (KDD19)