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The Art and Science of Analyzing Software Data by Thomas Zimmermann, Tim Menzies, Christian Bird

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Chapter 16

Lessons Learned from Software Analytics in Practice

Ayse Bener*; Ayse Tosun Misirli; Bora Caglayan*; Ekrem Kocaguneli; Gul Calikli§    * Mechanical and Industrial Engineering, Ryerson University, Toronto, ON, Canada Faculty of Computer and Informatics, Istanbul Technical University, Istanbul, Turkey Microsoft, Seattle, WA, USA§ Department of Computing, Open University, Milton Keynes, UK

Abstract

In this chapter, we share our experience and views on software data analytics in practice with a review of our previous work. In more than 10 years of joint research projects with industry, we have encountered similar data analytics patterns in diverse organizations and in different problem cases. We discuss these patterns following ...

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