Mining software engineering data for software reuse

by Diamantopoulos, Themistoklis

Type Book

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Title Statements

Full title :Mining software engineering data for software reuse / Themistoklis Diamantopoulos, Andreas L. Symeonidis.

Summary

This monograph discusses software reuse and how it can be applied at different stages of the software development process, on different types of data and at different levels of granularity. Several challenging hypotheses are analyzed and confronted using novel data-driven methodologies, in order to solve problems in requirements elicitation and specification extraction, software design and implementation, as well as software quality assurance. The book is accompanied by a number of tools, libraries and working prototypes in order to practically illustrate how the phases of the software engineering life cycle can benefit from unlocking the potential of data. Software engineering researchers, experts, and practitioners can benefit from the various methodologies presented and can better understand how knowledge extracted from software data residing in various repositories can be combined and used to enable effective decision making and save considerable time and effort through software reuse. Mining Software Engineering Data for Software Reuse can also prove handy for graduate-level students in software engineering.

Edition Statements

Publication Date:2020.

Publication Statements

Publisher(s):Springer
Place of Publication:Cham
Language:eng
Publication Date:2020.

Notes

6.5.1 Evaluation Framework

The Physical Object

Description:1 online resource (252 pages)

Edition Identifiers

ISBN:9783030301064, 3030301060
oclc:on1148863008
LC Classification:QA75.5-76.95
Dewey Decimal:005.1

Intro -- Preface -- Contents -- List of Figures -- List of Tables -- Part I Introduction and Background -- 1 Introduction -- 1.1 Overview -- 1.2 Scope and Purpose of the Book -- 1.3 Progress and Contribution of the Book -- 1.3.1 Requirements Mining -- 1.3.2 Source Code Mining -- 1.3.3 Quality Assessment -- 1.4 Overview of the Chapters -- 1.5 Supplementary Material -- References -- 2 Theoretical Background and State-of-the-Art -- 2.1 Software Engineering -- 2.2 Software Reuse -- 2.2.1 Overview of Reuse and Reuse Landscape -- 2.2.2 Software Engineering Data -- 2.2.3 Component Reuse Challenges

2.3 Software Quality -- 2.3.1 Overview of Quality and Its Characteristics -- 2.3.2 Quality Metrics -- 2.3.3 Software Testing -- 2.4 Analyzing Software Engineering Data -- 2.4.1 Data Mining -- 2.4.2 Data Mining on Software Engineering Data -- 2.4.3 Overview of Reuse Potential and Contributions -- 2.4.4 An Integrated View of Software Reuse -- References -- Part II Requirements Mining -- 3 Modeling Software Requirements -- 3.1 Overview -- 3.2 State of the Art on Requirements Elicitation and Specification Extraction -- 3.3 From Requirements to Specifications -- 3.3.1 System Overview

3.3.2 Extract…

Subjects

Business mathematics & systems Computer programming / software develop… Computer software -- Reusability COMPUTERS -- Data Processing Computers -- Database Management COMPUTERS -- Enterprise Applications COMPUTERS -- Programming COMPUTERS -- Software Development & Eng… Data Mining Databases Exploration de données (Informatique) Génie logiciel Logiciels -- Réutilisation Software Engineering