Host: The Japanese Society for Artificial Intelligence
Name : The 35th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 35
Location : [in Japanese]
Date : June 08, 2021 - June 11, 2021
X as a Service, represented by Software as a Service, often adopts the DevOps method, which integrates development and operations. The purpose of adopting DevOps is to grow the system into what the users want by repeatedly acquiring user needs during system operation and reflecting user needs during system development. In this research, we investigate a natural language processing algorithm that extracts descriptions of user needs from natural language texts such as SNS posts, and automatically converts them into a SysML-compliant representation that can be easily reflected in system development, so that DevOps can be executed faster. In this paper, we report on the definition of the natural language processing task, its implementation with the application of a named entity recognition task by BERT, and the trial results confirming the F-measure of 69.3%.
