Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020
☆24May 29, 2021Updated 4 years ago
Alternatives and similar repositories for STACP
Users that are interested in STACP are comparing it to the libraries listed below
Sorting:
- LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation☆18Oct 20, 2021Updated 4 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
- ☆43Sep 8, 2019Updated 6 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆91Apr 15, 2023Updated 2 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆53Jun 21, 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
- This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.☆12Jun 17, 2024Updated last year
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆190May 23, 2023Updated 2 years ago
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆19Oct 29, 2022Updated 3 years ago
- Code for my PAKDD-2019, Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction☆21Jul 10, 2020Updated 5 years ago
- Basics of Recommender Systems: Study of Location-Based Social Networks☆18Apr 8, 2019Updated 6 years ago
- Sequence-to-Sequence Generative Model for Sequential Recommender System☆18Mar 25, 2024Updated last year
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆18Mar 7, 2022Updated 3 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Mar 5, 2023Updated 3 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
- ☆11Sep 23, 2020Updated 5 years ago
- Next location prediction based on Theano☆94Mar 25, 2020Updated 5 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
- Location-Based Social Networks Datasets☆28May 2, 2019Updated 6 years ago
- ☆74Dec 27, 2019Updated 6 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆91Sep 2, 2025Updated 6 months ago
- Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation (KDD19)☆27Apr 8, 2020Updated 5 years ago
- LBSN based on foursquare dataset☆14Apr 26, 2019Updated 6 years ago
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆29Apr 15, 2023Updated 2 years ago
- ☆13Mar 22, 2018Updated 7 years ago
- Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation☆13Nov 21, 2022Updated 3 years ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆19Dec 13, 2021Updated 4 years ago
- The pytorch implementation of KBGNN☆16Jan 30, 2023Updated 3 years ago
- Code For Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention☆40Jul 28, 2019Updated 6 years ago
- A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.☆71Sep 12, 2019Updated 6 years ago
- Curriculum Meta-Learning for Next POI Recommendation☆18Sep 6, 2021Updated 4 years ago
- CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework☆20Dec 10, 2023Updated 2 years ago
- Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation☆16May 23, 2023Updated 2 years 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
- Must-read Papers for Recommender Systems (RS)☆158Mar 24, 2021Updated 4 years ago
- Code for the RecSys'20 paper "TAFA: Two-headed Attention Fused Autoencoder for Context-Aware Recommendations"☆19Aug 15, 2020Updated 5 years ago