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Contemporary Empirical Methods in Software Engineering

2020-08-27 Computers
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Release : 2020-08-27
Genre : Computers
Kind : eBook
Book Rating : 893/5 ( reviews)

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Book Synopsis Contemporary Empirical Methods in Software Engineering by : Michael Felderer

Download or read book Contemporary Empirical Methods in Software Engineering written by Michael Felderer. This book was released on 2020-08-27. Available in PDF, EPUB and Kindle. Book excerpt: This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelines for surveys or design science); Data Collection, Production, and Analysis (highlighting approaches from e.g. data science, biometric measurement, and simulation-based studies); Knowledge Acquisition and Aggregation (highlighting literature research, threats to validity, and evidence aggregation); and Knowledge Transfer (discussing open science and knowledge transfer with industry). Empirical methods like experimentation have become a powerful means of advancing the field of software engineering by providing scientific evidence on software development, operation, and maintenance, but also by supporting practitioners in their decision-making and learning processes. Thus the book is equally suitable for academics aiming to expand the field and for industrial researchers and practitioners looking for novel ways to check the validity of their assumptions and experiences. Chapter 17 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Contemporary Empirical Methods in Software Engineering

2021-08-28 Computers
Download Contemporary Empirical Methods in Software Engineering PDF Online Free

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Release : 2021-08-28
Genre : Computers
Kind : eBook
Book Rating : 919/5 ( reviews)

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Book Synopsis Contemporary Empirical Methods in Software Engineering by : Michael Felderer

Download or read book Contemporary Empirical Methods in Software Engineering written by Michael Felderer. This book was released on 2021-08-28. Available in PDF, EPUB and Kindle. Book excerpt: This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelines for surveys or design science); Data Collection, Production, and Analysis (highlighting approaches from e.g. data science, biometric measurement, and simulation-based studies); Knowledge Acquisition and Aggregation (highlighting literature research, threats to validity, and evidence aggregation); and Knowledge Transfer (discussing open science and knowledge transfer with industry). Empirical methods like experimentation have become a powerful means of advancing the field of software engineering by providing scientific evidence on software development, operation, and maintenance, but also by supporting practitioners in their decision-making and learning processes. Thus the book is equally suitable for academics aiming to expand the field and for industrial researchers and practitioners looking for novel ways to check the validity of their assumptions and experiences. Chapter 17 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Guide to Advanced Empirical Software Engineering

2007-11-21 Computers
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Release : 2007-11-21
Genre : Computers
Kind : eBook
Book Rating : 448/5 ( reviews)

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Book Synopsis Guide to Advanced Empirical Software Engineering by : Forrest Shull

Download or read book Guide to Advanced Empirical Software Engineering written by Forrest Shull. This book was released on 2007-11-21. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers chapters from some of the top international empirical software engineering researchers focusing on the practical knowledge necessary for conducting, reporting and using empirical methods in software engineering. Topics and features include guidance on how to design, conduct and report empirical studies. The volume also provides information across a range of techniques, methods and qualitative and quantitative issues to help build a toolkit applicable to the diverse software development contexts

Empirical Methods and Studies in Software Engineering

2003-08-21 Business & Economics
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Release : 2003-08-21
Genre : Business & Economics
Kind : eBook
Book Rating : 727/5 ( reviews)

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Book Synopsis Empirical Methods and Studies in Software Engineering by : Reidar Conradi

Download or read book Empirical Methods and Studies in Software Engineering written by Reidar Conradi. This book was released on 2003-08-21. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, societies crucially depend on high-quality software for a large part of their functionalities and activities. Therefore, software professionals, researchers, managers, and practitioners alike have to competently decide what software technologies and products to choose for which purpose. For various reasons, systematic empirical studies employing strictly scientific methods are hardly practiced in software engineering. Thus there is an unquestioned need for developing improved and better-qualified empirical methods, for their application in practice and for dissemination of the results. This book describes different kinds of empirical studies and methods for performing such studies, e.g., for planning, performing, analyzing, and reporting such studies. Actual studies are presented in detail in various chapters dealing with inspections, testing, object-oriented techniques, and component-based software engineering.

Design Science Methodology for Information Systems and Software Engineering

2014-11-19 Computers
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Release : 2014-11-19
Genre : Computers
Kind : eBook
Book Rating : 399/5 ( reviews)

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Book Synopsis Design Science Methodology for Information Systems and Software Engineering by : Roel J. Wieringa

Download or read book Design Science Methodology for Information Systems and Software Engineering written by Roel J. Wieringa. This book was released on 2014-11-19. Available in PDF, EPUB and Kindle. Book excerpt: This book provides guidelines for practicing design science in the fields of information systems and software engineering research. A design process usually iterates over two activities: first designing an artifact that improves something for stakeholders and subsequently empirically investigating the performance of that artifact in its context. This “validation in context” is a key feature of the book - since an artifact is designed for a context, it should also be validated in this context. The book is divided into five parts. Part I discusses the fundamental nature of design science and its artifacts, as well as related design research questions and goals. Part II deals with the design cycle, i.e. the creation, design and validation of artifacts based on requirements and stakeholder goals. To elaborate this further, Part III presents the role of conceptual frameworks and theories in design science. Part IV continues with the empirical cycle to investigate artifacts in context, and presents the different elements of research problem analysis, research setup and data analysis. Finally, Part V deals with the practical application of the empirical cycle by presenting in detail various research methods, including observational case studies, case-based and sample-based experiments and technical action research. These main sections are complemented by two generic checklists, one for the design cycle and one for the empirical cycle. The book is written for students as well as academic and industrial researchers in software engineering or information systems. It provides guidelines on how to effectively structure research goals, how to analyze research problems concerning design goals and knowledge questions, how to validate artifact designs and how to empirically investigate artifacts in context – and finally how to present the results of the design cycle as a whole.

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