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Intelligent Systems Science Lab
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The lab explores intelligent systems through string processing, machine learning, and game informatics.
AboutAbout the lab
Exploring the theory, algorithms, and applications of intelligent systems
The Intelligent Systems Science Lab (Shinohara-Ryo Lab) conducts broad research on the theory of building intelligent systems, as well as their algorithms and applications.
As information processing technology advances, the information society of the future will need systems that have more advanced intelligent functions, are highly reliable, and are friendly to people.
Research is organized around three pillars: string processing, the theory and applications of machine learning, and game informatics.
These three pillars are related to one another.
Key terms
- String processing
- Technology for efficiently performing processing such as matching and compression on sequences of characters.
- Machine learning
- Technology by which computers learn rules and patterns from large amounts of data.
- Game informatics
- A field that uses games as a subject to study computer-based thinking and analysis.
ResearchResearch themes
Intelligent systems are evolving against the background of advances in information processing technology, and systems that have more advanced intelligent functions, are highly reliable, and are friendly to people are needed. The lab studies the theory of building intelligent systems, as well as their algorithms and applications, through three pillars: string processing, the theory and applications of machine learning, and game informatics.
View More ↗MembersFaculty
The members of the Shinohara-Ryo Lab are faculty, doctoral, master's, and undergraduate students, international students, and administrative assistants.As of 2026
- ProfessorAyumi Shinohara
- Associate ProfessorRyo Ryo
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 center roof” Rsparks3 / CC0 (cropped)
- Related lab (Natural Language Processing Lab): “Micro data center (DX edge ZellaPro25)” Muromurot / CC0 (cropped)
- Related lab (Image Analysis Lab): “Optical Sensor” QueSera4710 / CC BY-SA 3.0 (cropped)
- Related lab (Higher-Order Visual Information Lab): “Optical Illusion” Ironnail / CC BY-SA 4.0 (cropped)
- Related lab (Algorithm Theory Lab): “Network graph visualization showing images and users” Ecpp / CC BY-SA 4.0 (cropped)
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