A process for managing interaction between experimenters to get useful similar replications

Juristo Juzgado, Natalia and Vegas Hernandez, Sira and Solari Buela, Martín and Abrahao, Silvia and Ramos, Isabel (2013). A process for managing interaction between experimenters to get useful similar replications. "Information and Software Technology", v. 55 (n. 2); pp. 215-225. ISSN 0950-5849. https://doi.org/10.1016/j.infsof.2012.07.016.

Description

Title: A process for managing interaction between experimenters to get useful similar replications
Author/s:
  • Juristo Juzgado, Natalia
  • Vegas Hernandez, Sira
  • Solari Buela, Martín
  • Abrahao, Silvia
  • Ramos, Isabel
Item Type: Article
Título de Revista/Publicación: Information and Software Technology
Date: 2013
Volume: 55
Subjects:
Freetext Keywords: Empirical studies - Experimentation - Replication - Combination of experiment results
Faculty: Facultad de Informática (UPM)
Department: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Creative Commons Licenses: Recognition - No derivative works - Non commercial

Full text

[img]
Preview
PDF - Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview

Abstract

Context: A replication is the repetition of an experiment. Several efforts have been made to adopt replication as a common practice in software engineering. There are different types of replications, depending on their purpose. Similar replications keep the experimental conditions as alike as possible to the original ones. External similar replications, where the replicating experimenters are not the same people as the original experimenters, have been a stumbling block. Several attempts at combining the results of replications have resulted in failure. Software engineering does not appear to be well suited to such replications, because it works with complex experimentally immature contexts. Software engineering settings have a large number of variables, and the role that many of them play is unknown. A successful (or useful) similar replication helps to better understand the phenomenon under study by verifying results and/or identifying contextual variables that could influence (or not) the results, through the combination of experimental results. Objective: To be able to get successful similar replications, there needs to be interaction between original and replicating experimenters. In this paper, we propose an interaction process for achieving successful similar replications. Method: This process consists of: an adaptation meeting, where experimenters tailor the experiment to the new setting; querying, to settle occasional inquiries while the experiment is being run; and a combination meeting, where experimenters meet to discuss the combination of replication outcomes with previous results. To check its effectiveness, the process has been tested on three different replications of the same experiment. Results: The proposed interaction process has helped to identify new contextual variables that could potentially influence (or not) the experimental results in the three replications run. Additionally, the interaction process has helped to uncover certain problems and deviations that occurred during some of the replications that we would have not been aware of otherwise. Conclusions: There are signs that suggest that it is possible to get successful similar replications in soft- ware engineering experimentation, when there is appropriate interaction among experimenters.

More information

Item ID: 26024
DC Identifier: http://oa.upm.es/26024/
OAI Identifier: oai:oa.upm.es:26024
DOI: 10.1016/j.infsof.2012.07.016
Official URL: http://www.sciencedirect.com/science/article/pii/S0950584912001425
Deposited by: Memoria Investigacion
Deposited on: 05 Jun 2014 09:31
Last Modified: 04 Dec 2017 10:59
  • Logo InvestigaM (UPM)
  • Logo GEOUP4
  • Logo Open Access
  • Open Access
  • Logo Sherpa/Romeo
    Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
  • Logo Dulcinea
    Check whether the spanish journal in which you have published an article allows you to also publish it under open access.
  • Logo de Recolecta
  • Logo del Observatorio I+D+i UPM
  • Logo de OpenCourseWare UPM