A New Approach to Calibrating Functional Complexity Weight in Software Development Effort Estimation

Autor: Vo Van Hai, Ho Le Thi Kim Nhung, Zdenka Prokopova, Radek Silhavy, Petr Silhavy
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Computers, Vol 11, Iss 2, p 15 (2022)
Druh dokumentu: article
ISSN: 2073-431X
DOI: 10.3390/computers11020015
Popis: Function point analysis is a widely used metric in the software industry for development effort estimation. It was proposed in the 1970s, and then standardized by the International Function Point Users Group, as accepted by many organizations worldwide. While the software industry has grown rapidly, the weight values specified for the standard function point counting have remained the same since its inception. Another problem is that software development in different industry sectors is peculiar, but basic rules apply to all. These raise important questions about the validity of weight values in practical applications. In this study, we propose an algorithm for calibrating the standardized functional complexity weights, aiming to estimate a more accurate software size that fits specific software applications, reflects software industry trends, and improves the effort estimation of software projects. The results show that the proposed algorithms improve effort estimation accuracy against the baseline method.
Databáze: Directory of Open Access Journals