Relevant research papers focusing on human mobility modeling and next place prediction
☆29Jun 11, 2019Updated 6 years ago
Alternatives and similar repositories for Mobility-Prediction-Literature
Users that are interested in Mobility-Prediction-Literature are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Processing for a NYC traffic dataset☆12Sep 2, 2018Updated 7 years ago
- [WWW 2019] DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data☆44Apr 9, 2025Updated 11 months ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆20Jul 7, 2023Updated 2 years ago
- A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling (AAAI 2018)☆10Oct 23, 2020Updated 5 years ago
- 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.
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆51Jan 10, 2022Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- LSTM Mobility Model implementation using Tensorflow☆21Apr 29, 2018Updated 7 years ago
- CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation☆14Dec 23, 2024Updated last year
- Knowledge Graph Embeddings (KGE) to implement Explainable Artificial Intelligence. As AI develops users must know how algorithms make the…☆11Jan 17, 2021Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆75Mar 15, 2021Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Apr 10, 2020Updated 5 years ago
- ☆147May 4, 2022Updated 3 years ago
- 东南大学研究生一年级集成电路学院期末考试复习资料☆16Dec 24, 2023Updated 2 years ago
- 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.
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆144Oct 18, 2018Updated 7 years ago
- Implement attention model to LSTM using TensorFlow☆10Jul 3, 2018Updated 7 years ago
- Leveraging Local and Global Patterns for Self-Attention Networks☆12Jun 3, 2019Updated 6 years ago
- Multi-task Multi-agent Soft Actor Critic for SMAC☆15Jan 18, 2022Updated 4 years ago
- ☆12Sep 3, 2018Updated 7 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆31Jul 13, 2024Updated last year
- Prediction of Future location using Hidden Markov Model☆35Sep 23, 2017Updated 8 years ago
- Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network☆13Feb 19, 2018Updated 8 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Jul 27, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- lda2vec pytorch implementation☆11Oct 18, 2019Updated 6 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Dec 9, 2024Updated last year
- Tracklib library provide a variety of tools, operators and functions to manipulate GPS trajectories☆16Updated this week
- This is a Pytorch implementation of our "Learning on Attribute-Missing Graphs".☆30Aug 10, 2022Updated 3 years ago
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆27Jun 21, 2020Updated 5 years ago
- DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery☆20Sep 24, 2025Updated 6 months ago
- DeepFM: A Factorization-Machine based Neural Network for CTR Prediction / xDeepFM: Combining Explicit and Implicit Feature Interactions f…☆15Oct 8, 2019Updated 6 years ago
- ☆16Oct 1, 2020Updated 5 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆155Jan 23, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Rank Aggregation Algorithms☆12Jul 22, 2014Updated 11 years ago
- ☆19Jan 9, 2024Updated 2 years ago
- Repo for EMNLP23 paper "GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding"☆33Feb 23, 2026Updated last month
- SCoRe is a sequential recommendation model with dual side neighbor-based collaborative filtering. Implementation of our WSDM 2020 paper.☆17Jan 30, 2020Updated 6 years ago
- Word2vec in gensim and Tensorflow☆10Jan 2, 2020Updated 6 years ago
- Legal Juegment Prediction (LJP) with BiLSTM and Attention☆13Jan 10, 2019Updated 7 years ago
- 机器学习:1)离线统计(统计数据即可),离线推荐(基于LFM隐语义模型 采用ALS算法 ,并根据最小方差计算RMSE),2)实时推荐,实时根据用户最近看过的一部电影,找到相似的电影(相似矩阵由上一个需求得出)作为候选电影,再结合最近评分的电影,推出优先级别 3)基于内容(电…☆13Mar 21, 2019Updated 7 years ago