profile

My research focuses on computer-based data analysis technology. In particular, I specialize in machine learning, a field of artificial intelligence that aims to develop computer programs capable of learning from experience. I am exploring methods to enable machine learning to perform more successfully and efficiently when handling complex data that it has traditionally been unable to process effectively, as well as new types of data, in order to enable machine learning to play a greater role in a wider range of real-world situations. I am also working to apply machine learning to solve a range of challenges faced in the scientific and business arenas. Recently, I have been focusing on the concept of human computation, in which humans and artificial intelligence cooperate to find solutions to difficult problems that could not be solved by either party alone.

Keywords

Artificial intelligence, machine learning, data mining, data analysis, human computation

links

・Laboratory website ・Activity Database on Education and Research, Kyoto University ・researchmap