The Art and Science of Analyzing Software Data

3.5 avg rating
( 4 ratings by Goodreads )
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

"synopsis" may belong to another edition of this title.

About the Author:

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.

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.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Published by ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Paperback Quantity Available: 10
Seller
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 235 x 190 mm. 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

More Information About This Seller | Ask Bookseller a Question

Buy New
35.79
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

Christiane Bird, Tim Menzies, Thomas Zimmermann
Published by Morgan Kaufmann Publishers In 2015-07-29 (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Paperback Quantity Available: 5
Seller
Chiron Media
(Wallingford, United Kingdom)
Rating
[?]

Book Description Morgan Kaufmann Publishers In 2015-07-29, 2015. Paperback. Book Condition: New. Bookseller Inventory # NU-ELS-00005274

More Information About This Seller | Ask Bookseller a Question

Buy New
32.87
Convert Currency

Add to Basket

Shipping: 2.99
From United Kingdom to U.S.A.
Destination, Rates & Speeds

3.

Published by ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Paperback Quantity Available: 10
Seller
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 235 x 190 mm. 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

More Information About This Seller | Ask Bookseller a Question

Buy New
36.95
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Tim Menzies
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Quantity Available: 1
Seller
Rem Distributors
(NORWALK, CT, U.S.A.)
Rating
[?]

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_Elsev27022K17_47

More Information About This Seller | Ask Bookseller a Question

Buy New
37.37
Convert Currency

Add to Basket

Shipping: 3.05
Within U.S.A.
Destination, Rates & Speeds

5.

Christian Bird
Published by Morgan Kaufmann 2015-08-27, Amsterdam (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New paperback Quantity Available: 1
Seller
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Morgan Kaufmann 2015-08-27, Amsterdam, 2015. paperback. Book Condition: New. Bookseller Inventory # 9780124115194

More Information About This Seller | Ask Bookseller a Question

Buy New
37.39
Convert Currency

Add to Basket

Shipping: 4.50
From United Kingdom to U.S.A.
Destination, Rates & Speeds

6.

Published by Morgan Kaufmann (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Softcover First Edition Quantity Available: 1
Rating
[?]

Book Description Morgan Kaufmann, 2015. Book Condition: New. Editor(s): Bird, Christiane; Menzies, Tim; Zimmermann, Thomas. Num Pages: 672 pages. BIC Classification: UMZ; UNF; UYD. Category: (P) Professional & Vocational. Dimension: 238 x 193 x 38. Weight in Grams: 1408. . 2015. 1st Edition. Paperback. . . . . . Bookseller Inventory # V9780124115194

More Information About This Seller | Ask Bookseller a Question

Buy New
43.94
Convert Currency

Add to Basket

Shipping: FREE
From Ireland to U.S.A.
Destination, Rates & Speeds

7.

Christiane Bird, Tim Menzies, Thomas Zimmermann
Published by Elsevier Science & Technology
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Paperback Quantity Available: 1
Seller
THE SAINT BOOKSTORE
(Southport, United Kingdom)
Rating
[?]

Book Description Elsevier Science & Technology. Paperback. Book Condition: new. BRAND NEW, The Art and Science of Analyzing Software Data: Analysis Patterns, Christiane Bird, Tim Menzies, Thomas Zimmermann, 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. Bookseller Inventory # B9780124115194

More Information About This Seller | Ask Bookseller a Question

Buy New
38.15
Convert Currency

Add to Basket

Shipping: 5.94
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Published by Morgan Kaufmann (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Softcover Quantity Available: 1
Seller
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Morgan Kaufmann, 2015. Book Condition: New. book. Bookseller Inventory # ria9780124115194_rkm

More Information About This Seller | Ask Bookseller a Question

Buy New
41.25
Convert Currency

Add to Basket

Shipping: 3.87
From United Kingdom to U.S.A.
Destination, Rates & Speeds

9.

Published by Morgan Kaufmann
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Softcover Quantity Available: 1
Seller
Kennys Bookstore
(Olney, MD, U.S.A.)
Rating
[?]

Book Description Morgan Kaufmann. Book Condition: New. Editor(s): Bird, Christiane; Menzies, Tim; Zimmermann, Thomas. Num Pages: 672 pages. BIC Classification: UMZ; UNF; UYD. Category: (P) Professional & Vocational. Dimension: 238 x 193 x 38. Weight in Grams: 1408. . 2015. 1st Edition. Paperback. . . . . Books ship from the US and Ireland. Bookseller Inventory # V9780124115194

More Information About This Seller | Ask Bookseller a Question

Buy New
45.72
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

10.

Tim Menzies
ISBN 10: 0124115195 ISBN 13: 9780124115194
New Quantity Available: 1
Seller
Bookshub
(Karol Bagh, India)
Rating
[?]

Book Description Book Condition: New. New. US edition. Perfect condition. Ship by express service to USA, Canada, Australia, France, Italy, UK, Germany and Netherland. Customer satisfaction our priority. Bookseller Inventory # ABE-FEB-16022

More Information About This Seller | Ask Bookseller a Question

Buy New
46.16
Convert Currency

Add to Basket

Shipping: FREE
From India to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book