A Case Study on the Utilization of Problem and Solution Domain Measures for Software Size Estimation

Date

2016-09-02

Author

AYYILDIZ, TÜLİN ERÇELEBİ
Koçyiğit, Altan

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Detailed requirements is the primary input of software size measurement and effort estimation methodologies and a significant amount of time and expertise is needed for size measurement. In order to streamline size measurement and effort estimation, this study exploits the correlations between the problem domain measures such as the number of distinct nouns and distinct verbs in the requirements artifacts and the solution domain measures such as the number of software classes and methods in the corresponding object oriented software. In this case study, 12 commercial software projects are analyzed and multiple regression analysis is carried out to develop an estimation model for the solution domain metrics in terms of problem domain metrics. The results suggest that, for the projects examined, it is possible to use problem domain measures to make plausible predictions for the solution domain metrics.

Subject Keywords

Software size estimation, Problem domain measures, Solution domain measures, Multiple regression

URI

https://hdl.handle.net/11511/30712

DOI

https://doi.org/10.1109/seaa.2016.13

Conference Name

42nd Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA)

Collections

Graduate School of Informatics, Conference / Seminar

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Citation Formats

T. E. AYYILDIZ and A. Koçyiğit, “A Case Study on the Utilization of Problem and Solution Domain Measures for Software Size Estimation,” presented at the 42nd Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA), Limassol, CYPRUS, 2016, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/30712.