STRUCTURE OF EXPERTISE IN INFRASTRUCTURE MAINTENANCE

• Published in: Intelligence, Informatics and Infrastructure Vol. 2; no. J2; pp. 8 - 19
• Main Authors: SUGISAKI, Koichi, ABE, Masato, YAMANE, Tatsuro, CHUN, Pang-jo
• Format: Journal Article
• Language: Japanese
• Published: Japan Society of Civil Engineers 2021
• ISSN: 2435-9262
• DOI: 10.11532/jsceiii.2.J2_8

The introduction of AI is being considered in various fields, and it is expected that AI learned from big data will be put to practical use. However, it is thought that various problems have arisen in the utilization of knowledge, not limited to AI, by applying disparate information on the Internet according to the user's situation. It is said that there is a need for structuring. Even in the utilization of AI in infrastructure mainte-nance, it may not be easy to use AI learned from data in practice, so it is necessary to structure the knowledge of infrastructure maintenance. In this paper, the structured knowledge in infrastructure mainte-nance is called specialized knowledge. From the standpoint that it is difficult to consider how to utilize AI without clarifying the expertise in infrastructure maintenance, refer to the analysis of the history of mainte-nance of the Japanese National Railways and practical knowledge in other fields such as nursing. After clarifying the expertise of maintenance, we examined how to utilize AI by linking deductive methods such as rule base and inductive methods.