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Noguchi Lab
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A lab that uncovers hidden knowledge from numerical and text data.
AboutAbout the lab
Turning experience and intuition into explicit knowledge with data.
The Noguchi Lab uses data science to discover new knowledge and hidden patterns that people had not noticed.
With data, even the assessments and hypotheses that people hold through experience and intuition can sometimes be turned into explicit knowledge, and the factors behind them can be examined.
In addition to ordinary numerical data, the lab combines text data such as news articles and word-of-mouth reviews, conducting research that aims to contribute especially to management and economics in healthcare and manufacturing.
In the university's lab introduction, example themes include knowledge discovery from word-of-mouth reviews and similar sources through text mining, extraction of insights from big data with machine learning techniques, and realizing effective healthcare management and policies using data science.
Key terms
- Explicit knowledge
- Knowledge such as experience and intuition, expressed in a form that other people can also use
- Text mining
- A method of analyzing text data such as news articles and word-of-mouth reviews to extract knowledge and trends
- Machine learning
- A technology in which computers learn rules and patterns from data
ResearchResearch themes
The lab combines numerical data and text data to discover new knowledge and hidden patterns through data science. According to the university's researcher information, the lab is engaged in research on the use of medical data and the development of medical AI in medical informatics, as well as on data use and AI development in manufacturing and marketing.
View More ↗MembersFaculty
- Associate ProfessorRei Noguchi
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