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Nagamatsu Lab
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A lab that tackles problems in management and public administration using knowledge and generative AI.

AboutAbout the lab
Designing the structure of society with data.
The Nagamatsu Lab (Management Systems) studies issues in management of technology, management information, quality management, and public administration and the environment, centered on the use of knowledge and generative AI.
Its approach bridges the humanities and sciences: it combines qualitative methods such as the process approach with quantitative methods such as statistics and quantification theory.
The lab's website carries the slogan "Designing the structure of society with data."
Simulation, big data, demand forecasting, supply chain management, and the informatization of local governments and regions are also listed among its research keywords.
Key terms
- Generative AI
- Artificial intelligence that can create new text, images, and other content. The lab uses it as a tool for investigating problems in management and public administration.
- Quantification theory
- A general term for statistical methods that convert non-numerical data, such as gender or preference, into numbers so that it can be analyzed.
- Supply chain management
- Managing the entire flow from the procurement of raw materials to the delivery of products to consumers as a single system.
NewsLab news
A paper using a large language model to find inconsistencies among the comprehensive plans of designated cities was published
A paper on mismatches in the planning periods of designated cities was published in Urban Science
A paper on de-networking infrastructure maintenance was published in Businesses
A peer-reviewed paper from the lab was published
A paper on generative AI and a framework for pollution control in the informal economy was published
ResearchResearch themes
The Nagamatsu Lab takes on problems in management of technology, management information, quality management, and public administration and the environment, with the use of knowledge and generative AI as its key concepts. It works from an interdisciplinary stance spanning the humanities and sciences, using qualitative methods such as the process approach together with quantitative methods such as statistics and quantification theory.
View More ↗MembersFaculty
The members of the Nagamatsu Lab are faculty, visiting professors and academic researchers, postdocs, doctoral and master's students, and short-term exchange students.As of 2026
- ProfessorAkira Nagamatsu
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Data warehouse overview” Hhultgren / Public domain (cropped)
- Exploring Management Problems with Knowledge and Generative AI: “Artificial Intelligence Word Cloud” Madhav-Malhotra-003 / CC0 (cropped)
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