Insights into the Prevalence of Software Project Defects

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Alfonso-Cendón, Javier and Castejón Limas, Manuel and Ordieres Meré, Joaquín B. and Pavón Mestras, Juan (2014) Insights into the Prevalence of Software Project Defects. The Scientific World Journal, 2014 . ISSN 1537-744X

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Official URL: http://www.hindawi.com/journals/tswj/2014/179105/



Abstract

This paper analyses the effect of the effort distribution along the software development lifecycle on the prevalence of software defects. This analysis is based on data that was collected by the International Software Benchmarking Standards Group (ISBSG) on the development of 4,106 software projects. Data mining techniques have been applied to gain a better understanding of the behaviour of the project activities and to identify a link between the effort distribution and the prevalence of software defects. This analysis has been complemented with the use of a hierarchical clustering algorithm with a dissimilarity based on the likelihood ratio statistic, for exploratory purposes. As a result, different behaviours have been identified for this collection of software development projects, allowing for the definition of risk control strategies to diminish the number and impact of the software defects. It is expected that the use of similar estimations might greatly improve the awareness of project managers on the risks at hand.


Item Type:Article
Uncontrolled Keywords:Software
Subjects:Sciences > Computer science > Software
ID Code:31021
Deposited On:23 Jun 2015 07:53
Last Modified:13 Apr 2016 15:13

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