The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity recommendations, group recommendation and community discovery tasks.
☆54Dec 13, 2021Updated 4 years ago
Alternatives and similar repositories for LBSN_Dataset
Users that are interested in LBSN_Dataset are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆21May 23, 2024Updated 2 years ago
- Papers and resources about POI recommendation. | 兴趣点推荐相关论文、模型和资源。☆251Feb 18, 2024Updated 2 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
- ☆13Sep 18, 2022Updated 4 years ago
- Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation☆13Nov 21, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆106Sep 2, 2025Updated last year
- A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation (TOIS 2022)☆12Jan 21, 2022Updated 4 years ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆195May 23, 2023Updated 3 years ago
- ☆30Jul 13, 2022Updated 4 years ago
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆19Oct 29, 2022Updated 3 years ago
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆26Jun 21, 2020Updated 6 years ago
- Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020☆24May 29, 2021Updated 5 years ago
- LBSN based on foursquare dataset☆14Apr 26, 2019Updated 7 years ago
- Curriculum Meta-Learning for Next POI Recommendation☆18Sep 6, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Aug 16, 2022Updated 4 years ago
- WSDM 2021 Tutorial on Advances in Bias-aware Recommendation on the Web☆11Mar 8, 2021Updated 5 years ago
- AAAI 23☆22Feb 8, 2024Updated 2 years ago
- The official PyTorch implementation of Diff-POI.☆34Dec 7, 2024Updated last year
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆41Sep 3, 2023Updated 3 years ago
- ☆10Sep 10, 2023Updated 3 years ago
- ☆80May 30, 2024Updated 2 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23May 28, 2024Updated 2 years ago
- Attentive Sequential Model Based on Graph Neural Network for Next POI Recommendation☆11Sep 6, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework☆21Dec 10, 2023Updated 2 years ago
- The implementation of STAR-HiT.☆11Oct 18, 2023Updated 2 years ago
- Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation☆18May 23, 2023Updated 3 years ago
- Source code for GIFT (CIKM 22)☆12Oct 23, 2022Updated 3 years ago
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆25Jun 11, 2025Updated last year
- Implementation for NeurIPS 2025 paper: UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces☆39Dec 11, 2025Updated 10 months ago
- 带人工标注的中文灾害数据集，将会持续更新。☆16May 12, 2019Updated 7 years ago
- Implementation of "Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation" (TNNLs 2022)☆12Mar 21, 2023Updated 3 years ago
- Next location prediction based on Theano☆95Mar 25, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Jul 28, 2020Updated 6 years ago
- A tensorflow implementation of KGPL☆11Jan 1, 2021Updated 5 years ago
- ☆22Dec 12, 2024Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆288May 18, 2025Updated last year
- ☆39Dec 5, 2023Updated 2 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆36May 16, 2023Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆96Apr 5, 2024Updated 2 years ago