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Book Description
This open access book provides a basic introduction to feature modelling and analysis as well as to the integration of AI methods with feature modelling. It is intended as an introduction for researchers and practitioners who are new to the field and will also serve as a state-of-the-art reference to this audience. While focusing on the AI perspective, the book covers the topics of feature modelling (including languages and semantics), feature model analysis, and interacting with feature model configurators. These topics are discussed along the AI areas of knowledge representation and reasoning, explainable AI, and machine learning.
Book Description
This open access book provides a basic introduction to feature modelling and analysis as well as to the integration of AI methods with feature modelling. It is intended as an introduction for researchers and practitioners who are new to the field and will also serve as a state-of-the-art reference to this audience. While focusing on the AI perspective, the book covers the topics of feature modelling (including languages and semantics), feature model analysis, and interacting with feature model configurators. These topics are discussed along the AI areas of knowledge representation and reasoning, explainable AI, and machine learning.
Author: Edson OliveiraJr Publisher: Springer Nature ISBN: 3031185560 Category : Computers Languages : en Pages : 517
Book Description
This book is about software product lines (SPLs) designed and developed taking UML diagrams as the primary basis, modeled according to a rigorous approach composed of an UML profile and a systematic process for variability management activities, forming the Stereotype-based Management of Variability (SMarty) approach. The book consists of five parts. Part I provides essential concepts on SPL in terms of the first development methodologies. It also introduces variability concepts and discusses SPL architectures finishing with the SMarty approach. Part II is focused on the design, verification and validation of SMarty SPLs, and Part III concentrates on the SPL architecture evolution based on ISO/IEC metrics, the SystEM-PLA method, optimization with the MOA4PLA method, and feature interaction prevention. Next, Part IV presents SMarty as a basis for SPL development, such as, the M-SPLearning SPL for mobile learning applications, the PLeTs SPL for testing tools, the PlugSPL plugin environment for supporting the SPL life cycle, the SyMPLES approach for designing embedded systems with SysML, the SMartySPEM approach for software process lines (SPrL), and re-engineering of class diagrams into an SPL. Eventually, Part V promotes controlled experimentation in UML-based SPLs, presenting essential concepts on how to plan, conduct, and document experiments, as well as showing several experiments carried out with SMarty. This book aims at lecturers, graduate students and experienced practitioners. Lecturers might use the book for graduate level courses about SPL fundamentals and tools; students will learn about the SPL engineering process, variability management, and mass customization; and practitioners will see how to plan the transition from single-product development to an SPL-based process, how to document inherent variability in a given domain, or how to apply controlled experiments to SPLs.
Author: Roberto E. Lopez-Herrejon Publisher: Springer Nature ISBN: 3031116860 Category : Computers Languages : en Pages : 535
Book Description
This handbook distils the wealth of expertise and knowledge from a large community of researchers and industrial practitioners in Software Product Lines (SPLs) gained through extensive and rigorous theoretical, empirical, and applied research. It is a timely compilation of well-established and cutting-edge approaches that can be leveraged by those facing the prevailing and daunting challenge of re-engineering their systems into SPLs. The selection of chapters provides readers with a wide and diverse perspective that reflects the complementary and varied expertise of the chapter authors. This perspective covers the re-engineering processes, from planning to execution. SPLs are families of systems that share common assets, allowing a disciplined software reuse. The adoption of SPL practices has shown to enable significant technical and economic benefits for the companies that employ them. However, successful SPLs rarely start from scratch, but instead, they usually start from a set of existing systems that must undergo well-defined re-engineering processes to unleash new levels of productivity and competitiveness. Practitioners will benefit from the lessons learned by the community, captured in the array of methodological and technological alternatives presented in the chapters of the handbook, and will gain the confidence for undertaking their own re-engineering challenges. Researchers and educators will find a valuable single-entry point to quickly become familiar with the state-of-the-art on the topic and the open research opportunities; including undergraduate, graduate students, and R&D engineers who want to have a comprehensive understanding of techniques in reverse engineering and re-engineering of variability-rich software systems.
Author: Jan Bosch Publisher: Springer Science & Business Media ISBN: 3642155782 Category : Computers Languages : en Pages : 549
Book Description
This volume constitutes the refereed proceedings of the 14th International Software Product Line Conference, SPLC 2010, held on Jeju Island, South Korea, in September 2010.
Author: Erika Ábrahám Publisher: Springer Nature ISBN: 3031479637 Category : Computers Languages : en Pages : 451
Book Description
This book constitutes the proceedings of the 20th International Colloquium on Theoretical Aspects of Computing, ICTAC 2023, which took place in Lima, Peru, during December 4–8, 2023. The 20 full papers presented in this volume together with 3 invited papers and 1 tool paper were carefully reviewed and selected from 40 submissions. They were organised in the topical sections as follows: Bring Together Practitioners; Researchers from Academia; Industry; Government to Present Research Results and Exchange Experience and Ideas.
Author: Ana Cavalcanti Publisher: Springer Nature ISBN: 3030664945 Category : Computers Languages : en Pages : 483
Book Description
The topics covered in this book range from modeling and programming languages and environments, via approaches for design and verification, to issues of ethics and regulation. In terms of techniques, there are results on model-based engineering, product lines, mission specification, component-based development, simulation, testing, and proof. Applications range from manufacturing to service robots, to autonomous vehicles, and even robots than evolve in the real world. A final chapter summarizes issues on ethics and regulation based on discussions from a panel of experts. The origin of this book is a two-day event, entitled RoboSoft, that took place in November 2019, in London. Organized with the generous support of the Royal Academy of Engineering and the University of York, UK, RoboSoft brought together more than 100 scientists, engineers and practitioners from all over the world, representing 70 international institutions. The intended readership includes researchers and practitioners with all levels of experience interested in working in the area of robotics, and software engineering more generally. The chapters are all self-contained, include explanations of the core concepts, and finish with a discussion of directions for further work. Chapters 'Towards Autonomous Robot Evolution', 'Composition, Separation of Roles and Model-Driven Approaches as Enabler of a Robotics Software Ecosystem' and 'Verifiable Autonomy and Responsible Robotics' are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Author: Jean-Sébastien Sottet Publisher: Springer ISBN: 3319609475 Category : Computers Languages : en Pages : 159
Book Description
This book takes a unique HCI approach to the concept of Software Product Line (SPL) and discusses the peculiarities of human-computer interaction not usually addressed in more traditional approaches. SPL is based on industrial practices for defining a range of software products. SPL design identifies commonalities and differences between the various software versions, modelling and managing the software variability. Recent research has focused on reconciling the different viewpoints of SPL and HCI, and in particular emphasizing the specific variability of HCI and the management of complex SPL models that could benefit from HCI in terms of representation, manipulation and visualization. This edited volume includes research that addresses the SPL for HCI and HCI for SPL. In putting together these two research streams, the groundwork is laid for future research into this important area. Both the HCI and the software engineering communities will find this book an invaluable resource.
Author: Gilles Perrouin Publisher: Springer Nature ISBN: 3031081293 Category : Computers Languages : en Pages : 152
Book Description
This book constitutes the proceedings of the 20th International Conference on Software and Systems Reuse, ICSR 2022, held in Montpellier, France in June 2022. The 7 full papers and 2 short papers included in this book were carefully reviewed and selected from 29 submissions. The papers were organized in topical sections named: Code Recommendations and Ruse; Learning and Reuse; Evolution and Reuse; Quality, Longevity and Reuse.
Author: ALEXANDER. FALKNER FELFERNIG (ANDREAS. BENAVIDES, DAVID.)
Author: ALEXANDER. FALKNER FELFERNIG (ANDREAS. BENAVIDES, DAVID.)
Author: Edson OliveiraJr
Author: Roberto E. Lopez-Herrejon
Author: Jan Bosch
Author: Hermann Kaindl
Author: Erika Ábrahám
Author: Dinesh Verma
Author: Ana Cavalcanti
Author: Jean-Sébastien Sottet
Author: Gilles Perrouin