Abstract

CARRUTHERS, Juan Andrés; DIAZ-PACE, Jorge Andrés  and  IRRAZABAL, Emanuel Agustín. A Systematic Mapping Study of Empirical Studies Performed with Collections of Software Projects. Comp. y Sist. [online]. 2022, vol.26, n.4, pp.1459-1489.  Epub Mar 17, 2023. ISSN 2007-9737.  https://doi.org/10.13053/cys-26-4-3981.

Context: software projects are common resources in Software Engineering experiments, although these are often selected without following a specific strategy, which reduces the representativeness and replication of the results. An option is the use of preserved collections of software projects, but these must be current, with explicit guidelines that guarantee their updating over a long period of time. Goal: to carry out a systematic secondary study about the strategies to select software projects in empirical studies to discover the guidelines taken into account, the degree of use of project collections, the meta-data extracted and the subsequent statistical analysis conducted. Method: A systematic mapping study to identify studies published from January 2013 to December 2020. Results: 122 studies were identified, of which the 72% used their own guidelines for project selection and the 27% used existent project collections. Likewise, there was no evidence of a standardized framework for the project selection process, nor the application of statistical methods that relates with the sample collection strategy.

Keywords : Collections; software projects; experimentation; evidence based software engineering.

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