Next location prediction based on Theano
☆94Mar 25, 2020Updated 5 years ago
Alternatives and similar repositories for Point-of-Interest-Recommendation
Users that are interested in Point-of-Interest-Recommendation are comparing it to the libraries listed below
Sorting:
- a cnn neural network for personalized POI recommendation in location-based social networks☆34Nov 19, 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
- 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
- Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation☆58Sep 23, 2015Updated 10 years ago
- 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.☆71Sep 12, 2019Updated 6 years ago
- Successive Point-of-Interest Recommendation☆10Mar 25, 2018Updated 7 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
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation☆20Apr 4, 2022Updated 3 years ago
- ☆43Sep 8, 2019Updated 6 years ago
- Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020☆24May 29, 2021Updated 4 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35May 16, 2023Updated 2 years ago
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45May 1, 2018Updated 7 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
- The pytorch implementation of KBGNN☆16Jan 30, 2023Updated 3 years ago
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆19Oct 29, 2022Updated 3 years ago
- Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。☆244Feb 18, 2024Updated 2 years ago
- ☆101May 11, 2020Updated 5 years ago
- Python implementation of "Factorizing Personalized Markov Chains for Next-Basket Recommendation"☆99May 5, 2016Updated 9 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆190May 23, 2023Updated 2 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Jan 23, 2025Updated last year
- ☆10Sep 17, 2016Updated 9 years ago
- A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation (TOIS 2022)☆12Jan 21, 2022Updated 4 years ago
- recommendation system written by matlab codes☆47Oct 22, 2019Updated 6 years ago
- Attentive Sequential Model Based on Graph Neural Network for Next POI Recommendation☆11Sep 6, 2022Updated 3 years ago
- Location-Based Social Networks Datasets☆28May 2, 2019Updated 6 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
- This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.☆12Jun 17, 2024Updated last year
- An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)☆15Mar 10, 2022Updated 4 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
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆91Sep 2, 2025Updated 6 months 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
- Multi-Contextual Learning to Rank Events☆23May 2, 2016Updated 9 years ago
- CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation☆14Dec 23, 2024Updated last year
- ☆11Sep 23, 2020Updated 5 years ago
- ☆10Aug 16, 2022Updated 3 years ago
- Code for our CIKM 2018 paper titled "ANR: Aspect-based Neural Recommender"☆70Nov 6, 2018Updated 7 years ago
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆12Mar 19, 2024Updated last year