인공지능 기반 소프트웨어 개발 비용 산정에 관한 소요공수 예측 모형

Abstract

The artificial intelligence software market is expected to grow sixfold from 2020 to 2025. However, because the software development procedure is not standardized and there is no cost calculation standard, there is growing distrust in the quality and development cost of the development software.

Therefore, in this paper, we define the development stage of “artificial intelligence-based software” that learns with a large amount of data, derives and applies algorithms, and randomly selects 27 people from 19 companies and conducts a questionnaire to collect input man-hours for each development stage. did.

By performing correlation analysis and regression analysis on the collected man-hours, a man-hour estimation model with a high accuracy of 92% was proposed, and the estimation model is simple to use and easy to measure. It is expected that research on the development cost of artificial intelligence software will become more active in the future.