Ichiro Kobayashi
PositionProfessor
AffiliationFaculty of Core Research Natural Science Division
FacultyDept. of Information Sciences (B)
Computer Science Course (M)
Division of Computer Science (D)
Google ScholarGoogle Scholar
researchmapresearchmap
Mailkoba@is.ocha.ac.jp
Dr. Ichiro Kobayashi is a Professor in the Department of Information Sciences at Ochanomizu University. He has been studying for more than 30 years in the areas of Information Sciences, especially Machine Learning-based Artificial Intelligence and Natural Language Processing.
Research Interests / Areas
Linguistic information processing, intelligent information processing, verbalization, decoding of brain information, latent semantic analysis, text processing, robotics.
Research Contents
I am interested in using artificial intelligence and language information processing techniques to make the target system more intelligent. In addition, I am actively developing methods to explain time-series data in words and methods to decode information in the brain. In the field of natural language processing, we are conducting latent semantic analysis of documents, and based on this information, we are conducting research on multiple document summarization, document classification, and information retrieval. We are also studying robot control using evolutionary computation and reinforcement learning.
Research History
2017 – PresentVisiting researcher
Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology
2011 – PresentProfessor
Ochanomizu University
2003 – 2011Assistant Professor
Ochanomizu University
2007 – 2008Visiting Researcher
Center for the Study of Language and Information, Stanford University
2007Visiting Researcher
German Research Center for Artificial Intelligence
2001 – 2005Visiting Researcher
Brain Research Center, RIKEN
1996 – 2003Associate Professor
Faculty of Economics, Hosei University
1995 – 1996Research Associate
Faculty of Economics, Hosei University
Committee Memberships
2017Conference Committee Chairman
The Conference on Special Interest Group for Researches 2017, Japan Society for Artificial Intelligence
2016 – 2017Board member
Japan Society for Artificial Intelligence
2002 – 2015Board member
Japan Association for Systemic Functional Linguistics
Books
Ichiro Kobayashi
「コンピュータが考える」,サイエンス社,2022.
Yusuke Takahashi, Ichiro Kobayashi and Michiaki Iwazume
“The components and structure of the context base, a database for computer text generation”, (Chapter 10), In Systemic Functional Perspective of Japanese: Descriptions and Applications, edited by Elizabeth Thomson and WillamArmour, Equinox, Mar. 2013.325‐353.
David Butt, Ichiro Kobayashi, Makoto Sasaki
“Abstract tools and technologies of learning: an evolving partnership, Joseph Zajda and Donna Gibbs (eds.)”, Comparative Information Technology: Languages, Societies and the Internet (Globalisation, Comparative Education and Policy Research, ISBN-13: 978-1402094255, (Springer, New York), 2009.
小林一郎
「人工知能の基礎」,サイエンス社, ISBN 978-4-7819-1217-2, 2008.
小林一郎,龍城正明(編)
「ことばは生きている – 選択体系機能言語学序説 -」,くろしお出版社,2006.
宮脇典彦,小沢和浩,小林一郎
「実践的コンピュータ入門 – インターネットとWindows -」,有斐閣,2002.
小林一郎,内海彰
第33章「言語」,ファジィとソフトコンピューティングハンドブック,日本ファジィ学会編集,共立出版株式会社,ISBN4-320-02985-2,2000.
宮脇典彦,阪井和男,小沢和浩,小林一郎
「Excelによるデータ解析の基礎」,培風館,ISBN4-563-00883-4,1997.