Claes Wohlin, Per Runeson, Martin Höst

Experimentation in Software Engineering

An Introduction

• Broschiertes Buch

Produktbeschreibung

It is my belief that software engineers not only need to know software engineering methods and processes, but that they also should know how to assess them. Conse quently, I have taught principles of experimentation and empirical studies as part of the software engineering curriculum. Until now, this meant selecting a text from another discipline, usually psychology, and augmenting it with journal or confer ence papers that provide students with software engineering examples of experi ments and empirical studies. This book fills an important gap in the software engineering literature: it pro vides a concise, comprehensive look at an important aspect of software engineer ing: experimental analysis of how well software engineering methods, methodologies, and processes work. Since all of these change so rapidly in our field, it is important to know how to evaluate new ones. This book teaches how to go about doing this and thus is valuable not only for the software engineering stu dent, but also for the practicing software engineering professional who will be able to - Evaluate software engineering techniques. - Determine the value (or lack thereof) of claims made about a software engineer ing method or process in published studies. Finally, this book serves as a valuable resource for the software engineering researcher.

Produktdetails

• International Series in Software Engineering 6
• Verlag: Springer / Springer US / Springer, Berlin
• Artikelnr. des Verlages: 978-1-4613-7091-8
• Softcover reprint of the original 1st ed. 2000
• Seitenzahl: 228
• Erscheinungstermin: 28. Oktober 2012
• Englisch
• Abmessung: 235mm x 155mm x 13mm
• Gewicht: 355g
• ISBN-13: 9781461370918
• ISBN-10: 1461370914
• Artikelnr.: 39162353

Autorenporträt

CLAES WOHLIN is a professor of software engineering at Blekinge Institute of Technology. His research interests include empirical methods in software engineering, software processes and software quality. He is a member of the Royal Swedish Academy of Engineering Sciences and a senior member of the IEEE. PER RUNESON is a professor of software engineering at Lund University. His research interests include empirical research on software testing and quality, and methods for such research. Prior to this, he worked as a consulting expert in industry, and he is a senior member of the IEEE. MARTIN HOST is a professor of software engineering at Lund University. His research interests include software quality and software process improvement, as well as empirical research methods in software engineering. MAGNUS C. OHLSSON is a quality assurance specialist at System Verification AB in Malmo, focusing on process improvement. His primary field of interest is verification and validation, with an emphasis on achieving proper quality efficiently throughout every step of the development process. BJORN REGNELL is a professor of software engineering at Lund University. His research interests include software requirement engineering, software product management, and empirical research on software engineering. ANDERS WESSLEN is a senior system architect at ST-Ericsson in Lund. His focus is on system-wide architectures, as well as system design and requirements.

Inhaltsangabe

1 Introduction.- 1.1 Software engineering context.- 1.2 Science and software engineering.- 2 Empirical strategies.- 2.1 Overview of empirical strategies.- 2.2 Surveys.- 2.3 Case studies.- 2.4 Experiments.- 2.5 Empirical strategies comparison.- 2.6 Empiricism in a software engineering context.- 3 Measurement.- 3.1 Basic concepts.- 3.2 Measurements in software engineering.- 4 Experiment process.- 4.1 Variables, treatments, objects and subjects.- 4.2 Process.- 5 Definition.- 5.1 Define experiment.- 5.2 Example.- 5.3 Summary.- 6 Planning.- 6.1 Context selection.- 6.2 Hypothesis formulation.- 6.3 Variables selection.- 6.4 Selection of subjects.- 6.5 Experiment design.- 6.6 Instrumentation.- 6.7 Validity evaluation.- 6.8 Detailed description of validity threats.- 6.9 Priority among types of validity threats.- 7 Operation.- 7.1 Preparation.- 7.2 Execution.- 7.3 Data validation.- 8 Analysis and interpretation.- 8.1 Descriptive statistics.- 8.2 Data set reduction.- 8.3 Hypothesis testing.- 9 Presentation and package.- 9.1 An experiment report outline.- 10 Literature survey.- 10.1 Inspection experiments.- 10.2 Other experiments in Software Engineering.- 10.3 Resources.- 11 Example: Experiment process.- 11.1 Definition.- 11.2 Planning.- 11.3 Operation.- 11.4 Analysis and interpretation.- 11.5 Summary and conclusions.- 12 Example: C versus C++.- 12.1 Introduction and problem statement.- 12.2 Experiment planning.- 12.3 Analysis and interpretation.- 12.4 Conclusions and further work.- 13 Exercises.- 13.1 Understanding.- 13.2 Training.- 13.3 Reviewing.- 13.4 Assignments.- Appendix A: Statistical tables.- Appendix B: Experiment process overview.- References.- About the authors.

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Foreword. Preface. Acknowledgment. 1. Introduction. 2. Empirical
strategies. 3. Measurement. 4. Experiment process. 5. Definition. 6.
Planning. 7. Operation. 8. Analysis and interpretation. 9. Presentation and
package. 10. Literature survey. 11. Example: Experiment process. 12.
Example: C versus C++. 13. Exercises. Appendix A: Statistical tables.
Appendix B: Experiment process overview. References. About the authors.
Index.

Rezensionen

`This is a well written and concise book, which provides the reader with the essentials necessary to design, conduct and analyse a software engineering experiment. Its value lies in that it is specifically written for the software engineering field, and has surveyed the major contributions by a number of leading researchers in this area. A `how to' book is always welcome, both as a useful starting point to the inexperienced and as a helpful reference and reminder of best practice to others.'
Software Testing Verification and Reliability, 11 (2001)

`This is a well written and concise book, which provides the reader with the essentials necessary to design, conduct and analyse a software engineering experiment. Its value lies in that it is specifically written for the software engineering field, and has surveyed the major contributions by a number of leading researchers in this area. A `how to' book is always welcome, both as a useful starting point to the inexperienced and as a helpful reference and reminder of best practice to others.' Software Testing Verification and Reliability, 11 (2001)