A metric suite proposal for logical dependency

Shirin Akbarinasaji, Behjat Soltanifar, Bora Çaǧlayan, Ayse Basar Bener, Andriy Miranskyy, Asli Filiz, Bryan M. Kramer, Ayse Tosun

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5 Atıf (Scopus)

Özet

Logical dependencies refer to hidden interconnections among source files that are changed together in order to address an issue or change in the system. In this study we propose six metrics for logical dependency using heuristics on change time. We evaluated our proposed metrics using data from three different software companies. We also built defect prediction models with our proposed logical dependency metrics, commonly used baseline metrics, as well as combination of both. Result of our empirical studies shows that our proposed metrics are capable of capturing the characteristics of dependency among software components. It also shows the logical dependency metrics improve the performance of defect prediction models.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings - 7th International Workshop on Emerging Trends in Software Metrics, WETSoM 2016
YayınlayanAssociation for Computing Machinery, Inc
Sayfalar57-63
Sayfa sayısı7
ISBN (Elektronik)9781450341776
DOI'lar
Yayın durumuYayınlandı - 14 May 2016
Etkinlik7th International Workshop on Emerging Trends in Software Metrics, WETSoM 2016 - Austin, United States
Süre: 14 May 2016 → …

Yayın serisi

AdıProceedings - 7th International Workshop on Emerging Trends in Software Metrics, WETSoM 2016

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???event.eventtypes.event.conference???7th International Workshop on Emerging Trends in Software Metrics, WETSoM 2016
Ülke/BölgeUnited States
ŞehirAustin
Periyot14/05/16 → …

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© 2016 ACM.

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