[3Win5] Poster session 3

[3Win5-61] Application of Large Language Models to Quality Inspection Based on a Software Requirements Specification Metamodel

〇NOBUHIRO MIZUNO¹, FUMIHIKO MURASE², SHINNOSUKE FUWA³, HIROSHI TSUKAHARA¹, TOSHIHIRO NAKAE² (1.DENSO IT LABORATORY INC., 2.DENSO CORP., 3.DENSO CREATE INC.)

Keywords:Large language model, Requirements Engineering, SRS Quality Characteristics

The quality inspection of requirement specifications for software products is quite important for reducing development costs and maintaining product quality in the development process.
Currently, this task is performed manually, which requires significant effort and has risks to make oversights and errors.
To address these issues, we utilize large language models in conjunction with a predefined metamodel of software requirements specification to structure the content of a given requirement specification into a knowledge graph and assess its semantic quality.
We report on the results of evaluating the effectiveness of the proposed approach by applying it to actual requirement specifications and comparing them with the results of manual quality inspection.