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Uematsu Lab
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A lab that extracts the information people need through information retrieval and data mining.
AboutAbout the lab
Showing the information you need from vast amounts of data.
The Uematsu Lab conducts research centered on information retrieval technology and large-scale data mining.
It develops methods for efficiently extracting the necessary information from large amounts of data and presenting it to users in the most suitable form.
The lab also pays attention to the integration of generative AI and RAG with information retrieval, and pursues practical research.
Key terms
- Information retrieval
- Technology for finding the information you are looking for among large collections of documents or data.
- Data mining
- Methods for analyzing large amounts of data to extract useful information and trends.
- RAG
- Retrieval-augmented generation: a method that combines information retrieval with generative AI when it produces text.
ResearchResearch themes
The lab develops methods for efficiently extracting the necessary information from large amounts of data and presenting it to users in the most suitable form. Centered on information retrieval technology and large-scale data mining, it also pays attention to the integration of generative AI and RAG with information retrieval.
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MembersFaculty
- Associate ProfessorYukio Uematsu
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: “Inside a card catalog at the Indiana State Library - ask the librarian” TBurmeister (WMF) / CC BY-SA 4.0 (cropped)
- Information retrieval and data mining: “CRISP DM Data mining management process” Alexander Schröder / CC BY-SA 4.0 (cropped)
- Related lab (自然言語処理研究室): “Google server, circa 1999, Computer History Museum” The wub / CC BY-SA 4.0 (cropped)
- Related lab (原田研究室): “Obstacle avoidance robot car” Anani A. George / CC0 (cropped)
- Related lab (松澤研究室): “An UAV displayed by Vyomik drones at Amaravati Drone summit (02)” iMahesh / CC BY-SA 4.0 (cropped)
- Related lab (秦野研究室): “Battle field with chess board” Carlos Valenzuela / CC BY-SA 4.0 (cropped)
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