zyli93 / GEAPR
This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.
☆13Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for GEAPR
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆22Updated 11 months ago
- Personalized spatio-temporal graph network for the next POI recommendation☆33Updated last year
- 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…☆62Updated 3 years ago
- Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences fo…☆19Updated 2 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆19Updated 2 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆42Updated 2 years ago
- ☆28Updated 2 years ago
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆15Updated 2 years ago
- Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"☆45Updated 4 years ago
- In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Succes…☆37Updated 5 years ago
- Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020☆24Updated 3 years ago
- Source code and dataset for WWW'22 paper "STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation"☆38Updated 2 years ago
- ☆11Updated 4 years ago
- A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation☆88Updated last year
- The pytorch implementation of KBGNN☆14Updated last year
- 本仓库是对CIKM16文章(Learning Graph-based POI Embedding for Location-based Recommendation)的复现☆23Updated 5 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆64Updated 2 years ago
- This is an implementation of the POI recommendation model-PPR.☆10Updated last year
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆14Updated 5 months ago
- The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"☆58Updated last year
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆17Updated 5 months ago
- Adversarial Point-of-Interest Recommendation☆25Updated 6 years ago
- Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)☆17Updated 2 years ago
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆30Updated last year
- A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation (TOIS 2022)☆12Updated 2 years ago
- Attentive Sequential Model Based on Graph Neural Network for Next POI Recommendation☆10Updated 2 years ago
- Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation☆14Updated last year
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆16Updated 5 months ago
- KDD2019☆30Updated 4 years ago
- The pytorch implementation of DisenPOI.☆13Updated last year