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Software Quality Metrics: A Systematic Literature Review

Diğer Başlık: Yazılım Kalite Metrikleri: Sistematik Literatür İncelemesi

Oluşturulma Tarihi: 04-09-2020

Niteleme Bilgileri

Tür: Tez

Alt Tür: Yüksek Lisans Tezi

Yayınlanma Durumu: Yayınlanmamış

Dosya Biçimi: PDF

Dil: İngilizce

Konu(lar): BİLİM, TEKNOLOJİ,

Yazar(lar): Çolakoğlu, Fatıma Nur (Yazar),

Emeği Geçen(ler): Yazıcı, Ali (Tez Danışmanı),


Yayın Tarihi: 01-10-2019


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Anahtar Kelimeler

software quality, metric, measurement, systematic mapping, systematic literature review


Özet

Context:

Within the current competitive world we inhabit, producing quality products has become a prominent factor that warrants the enduring success of competitors in business. Along with it, defining and following the software quality metrics to be used in the detection of the current quality situation, and hence maintaining the continuous improvement of systems within the software industry, gained tremendous importance. Many international standards and models focusing on this need would definitely agree with Tom DeMarco, who stated that “we cannot control and improve something that we haven’t measured”. Deriving from this motto, this thesis sets out to analyze a specific set of articles and conference papers published in last ten years, which specifically focus on software quality metrics as indicated in their titles and abstract sections.

Goal: In the initial literature review conducted for this study, any classification of software quality criteria was not encountered. For this reason, it was necessary to investigate the current studies in the field of software quality criteria, which would allow for the analysis of the current situation as well as enabling us to make predictions regarding the future research areas. For this aim, this study classifies software quality metrics related articles and conference papers published in the last 10 years (2009-2019) with the aim of both analyzing the active research areas of software quality metrics and at the same time revealing the maturity level of software quality metric in the software engineering sector.

Method:

This thesis is based on a set of documents consisting of articles and conference papers, since their preparation and publication takes less time in comparison to the books. The title and abstract parts of the articles and conference papers, which focus on software quality metrics/measurement, were examined according to the selection criteria and a systematic mapping study was conducted. As a result of this initial classification, four ensuing research questions, which are related to the objective of determining the maturity and gap analysis of the information in this area, are identified. In order to produce valid answers to these research questions, information on the document set was synthesized and “systematic literature review” was carried out.

Outputs:

A list of articles and conference papers this study focuses on were published between 2009 and 2019, and they are publicly accessible on the web. Systematic literature review method was applied in total to 70 articles and conference papers. Main outputs of the study are presented through graphics and explanations, and in order to facilitate understanding, the results are categorized through mind mapping method. Other outputs of this thesis are as follows: 1) Trend map between the years 2009 and 2019, 2) Issues determined to be open to development in this area, 3) Knowledge about the software quality metrics and measurement tools, 4) Compliance status between conference papers and articles and internationally valid quality models.

Results:

Trends regarding improvement in the software engineering sector are presented on software quality metrics. The results and findings obtained from this study may thus serve as input to the studies of the future researchers who aim to contribute to the development in this field.



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