Center for Data ScienceWaseda University

About

About the Center

The advancement of information and communication technologies has made it possible to handle a wide variety of data, which has led to the growing importance of data science in both society and every field of academia, spanning both science & engineering and the humanities. The integration of the “theory” and “data based evidence” that has been built up in each specialized field until today is expected to lead to new, pioneering academic inquiry and research.

The Center for Data Science will integrate and create new knowledge, develop human resources who can contribute to the resolution of complex, global social issues, and enhance the overall research capabilities of Waseda University by utilizing the full strength of our comprehensive private university to provide a platform that integrates the latest developments in data science with the knowledge built up across both science & engineering and the humanities. Additionally, the Center will form a large-scale network with both domestic and overseas universities and enterprises, and strive to disseminate practical education and state-of-the-art research as a global center for advanced research and education models.

The Center for Data Science will engage in the below activities:

  • Survey, promote and develop data science and applied research
  • Develop of human resources who can solve problems through data
  • Coordinate the data science and applied research, and related education across the entire university
  • Disseminate and promote innovative data science research and related applied research to the whole university
  • Plan and promote interdisciplinary, collaborative research centered on data science
  • Collaborate and cooperate with relevant organizations in Japan and overseas
  • Undertake contracts for research on data science and its applications, education and research

 

Figure 1: Details on Center activities

Figure 2: Details on Center initiatives (within Waseda)

Figure 3: Details on Center initiatives (external collaborations)

Greetings from the Director

In recent years, the rapid development of information and communication technology has led to terms such as AI, IoT, and big data being widely used in society. This demonstrates that the usefulness of data science has been recognized in various applications, starting with business. We cannot deny the possibility, however, that this enthusiasm towards data science is simply a transitory boom.

Firstly, data science (≈“proof by data”) is not a new way of thinking. In the manufacturing industry, for example, statistics have long been used to control the quality of products. It is also widely known that the accomplishments of Florence Nightingale, who is known as the mother of modern nursing education, were brought about by statistical analysis in the medical practice. These stories confirm to us that the process of obtaining “useful knowledge” through the application of “proper analysis & interpretation” to “properly obtained data” is a well-known fact from long ago.

The development of computer science has enabled the “simple collection and accumulation of a diverse range of data.” Accordingly, the cost of the “data collection” process has drastically declined, and expectations for data science are rapidly rising. “We’ve got a mountain of data, so please figure something out with data science!” The truth of the matter, however, is unfortunately not that simple.

To extract useful knowledge from a massive amount of obtained data, both deep expertise on the goals of the analysis, answering questions such as “what is the problem?”, “what is the goal of this analysis?” and “how should the analysis be interpreted?”, is needed along with sophisticated data analysis skills that apply the latest analytical methods to complex, structured data.

Our center promotes state-of-the-art data-driven research by partnering researchers with “sophisticated analytical skills” with researchers possessing “deep expertise” in the target field of research, and the development of human resources with practical skills that combine specialized knowledge with sophisticated data analysis skills.

Toshiyasu Matsushima, Director

Member

Director

MATSUSHIMA, Toshiyasu

Professor, Faculty of Science and Engineering

Research Areas

・Information theory
・Coding theory
・Statistical science
・Machine learning theory
・Information security and their applications

Associate Director

SUKO, Tota

Associate Professor, Faculty of Social Sciences

Research Areas

・Theory of informatics
・Intelligent informatics
・Statistical science

Exclusive members

KOBAYASHI, Manabu

Professor, Center for Data Science

Research Areas

・Statistical Learning Theory
・Machine Learning
・Coding Theory

NOMURA, Ryo

Professor, Center for Data Science

Research Areas

・Information Theory
・Statistical Science

DOU, Xiaoling

Associate Professor, Center for Data Science

Research Areas

・Statistical Science

TANIGUCHI, Takuya

Associate Professor, Center for Data Science

Research Areas

・Material Science
・Organic Chemistry
・Photochemistry

NAKAHARA, Yuta

Assistant Professor, Center for Data Science

Research Areas

・Information theory
・Error correcting codes
・Lossless image compression

WATANABE, Fumie

Assistant Professor, Center for Data Science

Research Areas

・Educational Technology
・Instructional Design

Concurrent members

ASAHI,Toru Professor Faculty of Science and Engineering
GOTO,Masayuki Professor Faculty of Science and Engineering
HAMADA,Michiaki Professor Faculty of Science and Engineering
HARADA,Yasunari Professor Faculty of Law
HORII,Shunsuke Associate Professor Global Education Center
INOUE,Masato Professor Faculty of Science and Engineering
KAMEYAMA,Wataru Professor Faculty of Science and Engineering
KATSURAYAMA,Yasunori Professor Faculty of Social Sciences
KATTO,Jiro Professor Faculty of Science and Engineering
KIKUCHI,Hideaki Professor Faculty of Human Sciences
KOBAYASHI,Tetsunori Professor Faculty of Science and Engineering
KOSHIBA,Takeshi Professor Faculty of Education and Integrated Arts and Sciences
MATSUI,Tatsunori Professor Faculty of Human Sciences
MATSUZAWA,Shin Professor Faculty of Law
MORIGUCHI,Takeshi Professor Faculty of Commerce
MUNECHIKA,Masahiko Professor Faculty of Science and Engineering
MURATA,Noboru Professor Faculty of Science and Engineering
NAGATA,Yasushi Professor Faculty of Science and Engineering
NAKAMICHI,Yuki Professor Faculty of Social Sciences
NOGUCHI,Haruko Professor Faculty of Political Science and Economics
OIKAWA,Yasuhiro Professor Faculty of Science and Engineering
SAIGO,Hiroshi Professor Faculty of Political Science and Economics
SAKANO,Shinya Professor Faculty of Commerce
SUGANO,Shigeki Professor Faculty of Science and Engineering
TAKAHASHI,Shingo Professor Faculty of Science and Engineering
TAKEYAMA,Haruko Professor Faculty of Science and Engineering
TAMAKI,Kenichiro Associate Professor Faculty of Political Science and Economics
TANIGUCHI,Masanobu Professor Faculty of Science and Engineering
TODO,Yasuyuki Professor Faculty of Political Science and Economics
TOGAWA,Nozomu Professor Faculty of Science and Engineering
WASHIZAKI,Hironori Professor Faculty of Science and Engineering
YAMANA,Hayato Professor Faculty of Science and Engineering
KOJIMA,Takaya Professor Faculty of Human Sciences
HASUIKE,Takashi Associate Professor Faculty of Science and Engineering
WAKATA,Tadayuki Assistant Professor Global Education Center
FANG Siyuan Research Associate Global Education Center
ANTHONY Laurence Professor Faculty of Science and Engineering
TAKAHASHI,Yuriko Assistant Professor Faculty of Political Science and Economics
TAGO,Atsushi Professor Faculty of Political Science and Economics
NAGASAWA,Shinya Professor Faculty of Commerce
HINO,Airo Professor Faculty of Political Science and Economics
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