July 2016
Beginner to intermediate
408 pages
10h 58m
English
book
Perspectives on Data Science for Software Engineering
by Tim Menzies, Laurie Williams, Thomas Zimmermann
Content preview from Perspectives on Data Science for Software Engineering
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Data science revolution in process improvement and assessment?
M. Oivo University of Oulu, Oulu, Finland
Abstract
In God we trust, all others bring data. This legendary statement from quality guru W. Edwards Deming has been used and quoted countless times in motivating and justifying the role of data in software process improvement (SPI). It is now more relevant than ever, but data science has the potential to revolutionize the collection and analysis of data in SPI.
Keywords
Software process improvement (SPI); Plan-do-check-act (PDCA) cycle; Assessments; Process improvement; Predictive analytics; Cross-project and open source repositories
In God we trust, all others bring data. This legendary statement from quality guru W. Edwards Deming ...
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