Hiroyuki Kameda
In my research laboratory, we have been engaged in a wide range of research fields to clarify still unmeasurable and uncovered human intelligence scientifically, so that we can apply its acquired knowledge to computer software. The followings are research topics we are now interested in, for example:
（1） Blockchain3.0 technology to keep reliability of knowledge that AI systems discover and create automatically from other data and knowledge other computers acquire,
（2） clarifying a computational model of human higher brain functions to create games of tailor-made cognitive rehabilitation programs based on it, and
（3） smart NLP (Natural Language Processing) systems with ability of acquiring unknown words and syntactic rules inductively based on ILP (Inductive Logic Programming) methodology.
| Name | Hiroyuki Kameda |
| Department/Research Field | Knowledge Science & Artificial Intelligence |
| Research content |
| A new age has already started that AI systems discover and create new knowledge as a routine. Though soundness and completeness of AI inference are confirmed in terms of logical framework and architecture, input errors and noises make a damage to correctness of inference outcomes. In order to avoid such problems, we have been studying a system to reliability maintain and manage reliability of AI inference outcomes. Blockchain3.0 is now applied to the system to use distributed surveillance as a merit of blockchain technology. |
 Figure 1. Necessity of the Blockchain to watch sequence of resources of AI inference to maintain and manage new knowledge reliability created by AI systems.
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| Research theme |
1. Blockchain3.0-based reliability maintenance and management system for AI |
| Research keywords |
| blockchain , inference , reliability |
| Lab link |