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On the Influence of Modification Timespan Weightings in the Location of Bugs in Models

In: Advances in Information Systems Development

Author

Listed:
  • Lorena Arcega

    (Universidad San Jorge
    University of Oslo)

  • Jaime Font

    (Universidad San Jorge
    University of Oslo)

  • Øystein Haugen

    (Østfold University College)

  • Carlos Cetina

    (Universidad San Jorge)

Abstract

Bug location is a common task in Software Engineering, specially when maintaining and evolving software products. When locating bugs in code, results depend greatly on the way code modification timespans are weighted. However, the influence of timespan weightings on bug location in models has not received enough attention yet. Throughout this paper, we analyze the influence of several timespan weightings on bug location in models. These timespan weightings guide an evolutionary algorithm, which returns a ranking of model fragments relevant to the solution of a bug. We evaluated our timespan weightings in BSH, a real-world industrial case study, by measuring the results in terms of recall, precision, and F-measure. Results show that the use of the most recent timespan model modifications provide the best results in our study. We also performed a statistical analysis to provide evidence of the significance of the results.

Suggested Citation

  • Lorena Arcega & Jaime Font & Øystein Haugen & Carlos Cetina, 2018. "On the Influence of Modification Timespan Weightings in the Location of Bugs in Models," Lecture Notes in Information Systems and Organization, in: Nearchos Paspallis & Marios Raspopoulos & Chris Barry & Michael Lang & Henry Linger & Christoph Schn (ed.), Advances in Information Systems Development, pages 169-185, Springer.
    • Handle: RePEc:spr:lnichp:978-3-319-74817-7_11
    DOI: 10.1007/978-3-319-74817-7_11
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