サプライチェーンリスク
OSINT
ネットワーク分析
Graph Neural Network
GIS
オペレーションズリサーチ
レジリア
https://www.resilire.jp/
Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data
https://www.tandfonline.com/doi/full/10.1080/01621459.2023.2233744#abstract
東京大学とTOPPANホールディングス、社会連携講座「サプライチェーンの全体最適の科学と実践」を開設 社会課題解決と経済価値とのバランスの取れたサプライチェーンの最適化を目指
https://www.t.u-tokyo.ac.jp/press/pr2024-10-01-004
QuackShift
https://speakerdeck.com/riekondo/quackshift-hui-she-shao-jie-zi-liao?slide=5
Supply Chain AI
1 Demand Forecasting
2 Inventory Optimization
3 Procurement Intelligence
4 Logistics Optimization
5 Risk Management
INFORMS
Production and Operations Management
The role of artificial intelligence in the procurement process: State of the art and research agenda
https://www.sciencedirect.com/science/article/pii/S1478409223000079?utm_source=chatgpt.com
Bayesian Prediction-Powered Inference
https://arxiv.org/pdf/2405.06034
Multi-Agent LLM Systems for Supply Chain Coordination
https://arxiv.org/pdf/2602.05524
Transportation Research
Journal of Supply Chain Management
Artificial Intelligence and Machine Learning in Purchasing
https://www.sciencedirect.com/science/article/pii/S1478409224000025?utm_source=chatgpt.com
AI in Supply Chain Risk Assessment: A Systematic Literature Review
https://arxiv.org/pdf/2401.10895
LLM-enhanced Multi-Agent Risk Assessment in Supply Chains
https://arxiv.org/pdf/2401.10895
The Potential of Large Language Models in Supply Chain Management
https://arxiv.org/abs/2501.15411?utm_source=chatgpt.com