The Art and Science of Analyzing Software Data

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9780124115194: The Art and Science of Analyzing Software Data

The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science.

The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions.

  • Presents best practices, hints, and tips to analyze data and apply tools in data science projects
  • Presents research methods and case studies that have emerged over the past few years to further understanding of software data
  • Shares stories from the trenches of successful data science initiatives in industry

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About the Author:

Christian Bird is a researcher in the empirical software engineering group at Microsoft Research. He is primarily interested in the relationship between software design, social dynamics, and processes in large development projects. He has studied software development teams at Microsoft, IBM, and in the Open Source realm, examining the effects of distributed development, ownership policies, and the ways in which teams complete software tasks. He has published in the top Software Engineering venues and is the recipient of the ACM SIGSOFT distinguished paper award.

Tim Menzies, Full Professor, CS, NC State and a former software research chair at NASA. He has published 200+ publications, many in the area of software analytics. He is an editorial board member (1) IEEE Trans on SE; (2) Automated Software Engineering journal; (3) Empirical Software Engineering Journal. His research includes artificial intelligence, data mining and search-based software engineering. He is best known for his work on the PROMISE open source repository of data for reusable software engineering experiments.

Thomas Zimmermann is a researcher in the Research in Software Engineering (RiSE) group at Microsoft Research, adjunct assistant professor at the University of Calgary, and affiliate faculty at University of Washington. He is best known for his work on systematic mining of version archives and bug databases to conduct empirical studies and to build tools to support developers and managers. He received two ACM SIGSOFT Distinguished Paper Awards for his work published at the ICSE '07 and FSE '08 conferences.

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Christian Bird (editor), Tim Menzies (editor), Thomas Zimmermann (editor)
Published by Elsevier Science 2015-08-27, Amsterdam (2015)
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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. Language: English . Brand New Book. The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science. The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions. Bookseller Inventory # AA59780124115194

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Book Description Book Condition: New. Publisher/Verlag: Morgan Kaufmann | The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science.The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions.Presents best practices, hints, and tips to analyze data and apply tools in data science projectsPresents research methods and case studies that have emerged over the past few years to further understanding of software dataShares stories from the trenches of successful data science initiatives in industry | Past, Present, and Future of Analyzing Software DataPart 1 TUTORIAL-TECHNIQUESMining Patterns and Violations Using Concept AnalysisAnalyzing Text in Software ProjectsSynthesizing Knowledge from Software Development ArtifactsA Practical Guide to Analyzing IDE Usage DataLatent Dirichlet Allocation: Extracting Topics from Software Engineering DataTools and Techniques for Analyzing Product and Process DataPART 2 DATA/PROBLEM FOCUSSEDAnalyzing Security DataA Mixed Methods Approach to Mining Code Review Data: Examples and a Study of Multicommit Reviews and Pull RequestsMining Android Apps for AnomaliesChange Coupling Between Software Artifacts: Learning from Past ChangesPART 3 STORIES FROM THE TRENCHESApplying Software Data Analysis in Industry Contexts: When Research Meets RealityUsing Data to Make Decisions in Software Engineering:Providing a Method to our MadnessCommunity Data for OSS Adoption Risk ManagementAssessing the State of Software in a Large Enterprise: A 12-Year RetrospectiveLessons Learned from Software Analytics in PracticePART 4 ADVANCED TOPICSCode Comment Analysis for Improving Software QualityMining Software Logs for Goal-Driven Root Cause AnalysisAnalytical Product Release PlanningPART 5 DATA ANALYSIS AT SCALE (BIG DATA)Boa: An Enabling Language and Infrastructure for Ultra-Large-Scale MSR StudiesScalable Parallelization of Specification Mining Using Distributed Computing | Format: Paperback | Language/Sprache: english | 1405 gr | 237x193x29 mm | 672 pp. Bookseller Inventory # K9780124115194

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Published by Morgan Kaufmann (2015)
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Published by ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. Language: English . Brand New Book. The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science. The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions. Bookseller Inventory # AA59780124115194

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Book Description Book Condition: New. Dust Jacket Condition: New. Shipped promptly and delivered within 3 to 5 working days. For PO BOX, APO, FPO and Puerto Rico addresses delivery done in 20 to 25 working days. Serving customers since 2006. Thousand of satisfied customers!. Bookseller Inventory # REG_9780124115194_Elsev_48.92

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BIRD, CHRISTIAN; MENZIES, TIM; ZIMMERMANN, THOMAS
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