Research Achievements
A comprehensive collection of peer-reviewed publications, international conference proceedings, domestic conference presentations, and academic awards.
Peer-Reviewed Publications
- , "Logistics Hub and Route Optimization in the Physical Internet Paradigm", Logistics, Vol. 8, No. 2, p. 37, April 7, 2024. DOI: 10.3390/logistics8020037
- , "Enhancing Policy Generation with GraphRAG and YouTube Data: A Logistics Case Study", Electronics, Vol. 14, No. 7, p. 1241, March 21, 2025. DOI: 10.3390/electronics14071241
- , "Social media and logistics: Uncovering challenges and solutions through YouTube data", Logistics, Vol. 9, No. 2, p. 56, April 23, 2025. DOI: 10.3390/logistics9020056
- , "A sustainable crowd shipping model using public transport for low-carbon urban logistics", Cleaner Logistics and Supply Chain, Vol. 17, p. 100276, October 16, 2025. DOI: 10.1016/j.clscn.2025.100276
- , "Implementing a knowledge management system with GraphRAG: A physical internet example", Electronics, Vol. 14, No. 24, p. 4948, December 12, 2025. DOI: 10.3390/electronics14244948
- , "Outport network optimization - a case study from Japan", In Z. H. Munim & T. Notteboom (Eds.), Strategic Directions in Maritime Transport: Applications of Decision-Making Methods and Algorithms, 2026 (Forthcoming)
International Conference Proceedings
- , "Reinforcement Learning-Based Optimization of Logistical Hubs and Routing in the Context of the Physical Internet - A Case Study from Japan", Proceedings of 10th International Physical Internet Conference, Savannah, USA, May 29, 2024 (Peer-Reviewed). DOI: 10.35090/gatech/11084
- , "Consideration of Shipping using existing logistics resources – A case study from Japan", Proceedings of the 24th IAMUS, Massachusetts, USA, October 9, 2024.
- , "Advancing the Physical Internet with GraphRAG: A New Way to Review and Integrate Existing Research", Proceedings of 11th International Physical Internet Conference, Hong Kong, China, June 18, 2025 (Peer-Reviewed). DOI: 10.35090/gatech/13249
- , "Optimization and Resilience Assessment of Multi-Agent Delivery Using Evolutionary Neural Networks in the context of Physical Internet", Proceedings of 12th International Physical Internet Conference, Bordeaux and Albi, France, June 5, 2026 (Peer-Reviewed).
Domestic Conference Presentations
- , 「フィジカルインターネットにおける物流拠点の最適立地とルートの最適化」, 第68回土木計画学研究発表会・秋大会, 東京都立大学 南大沢キャンパス, 東京都, 2023年11月26日.
- , 「物流の2024年問題: YouTubeのコメントデータを用いた自然言語処理分析」, 第70回土木計画学研究発表会・秋大会, 岡山大学 津島キャンパス, 岡山県, 2024年11月16日.
- , 「YouTubeにおける物流の2024年問題: 自然言語処理を用いた分析」, 情報処理学会 第87回全国大会, 立命館大学 大阪いばらきキャンパス, 大阪府, 2025年3月15日.
- , 「インドにおける稲作残渣焼却と大気汚染に対する社会的感情の時空間的動態：YouTubeデータと大気質指標に基づく分析」, 情報処理学会 第267回自然言語処理研究発表会, ライトキューブ宇都宮, 栃木県, 2026年3月8日.
Awards and Scholarships
- Keyence Foundation Grant (2024)
- Kobe University Umeki Scholarship for Conference Attendance (2024)
- Japan Logistics Society Research Encouragement Award (2024)
Other Academic Activities
- Techno-Ocean 2025, Poster Presentation, Kobe International Convention Center Hall 2, Hyogo Prefecture, November 27-29, 2025.