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  • 1
    Online Resource
    Online Resource
    Cham :Springer International Publishing AG,
    UID:
    almahu_9949927196902882
    Format: 1 online resource (129 pages)
    Edition: 1st ed.
    ISBN: 9783031618741
    Series Statement: SpringerBriefs in Computer Science Series
    Note: Intro -- Preface -- Acknowledgements -- Contents -- Chapter 1 Introduction -- 1.1 Motivation for the Book -- 1.2 A Short History of Feature Models -- 1.3 The Role of AI in Feature Models -- 1.4 Topics Related to Feature Models -- 1.5 Benefits of Feature Models and Configuration -- 1.6 Book Overview -- References -- Chapter 2 Feature Modelling -- 2.1 Features, Products, and Configurations -- 2.2 Feature Modelling in the Engineering Process -- 2.3 Feature Model Basics -- 2.4 Feature Model Extensions -- 2.4.1 Cardinality-based Feature Models -- 2.4.2 Attribute-based Feature Models -- 2.5 Feature Model Semantics -- 2.6 Mapping Feature Models to Logic -- 2.6.1 Constraint programming mapping -- 2.6.2 SAT based mapping -- 2.6.3 CSP example mapping -- 2.7 Textual Languages for Feature Models -- 2.8 Further Feature Modelling Aspects -- 2.8.1 Product Line Scoping -- 2.8.2 Configuration Space Learning -- 2.8.3 Knowledge Extraction from Data -- 2.9 Discussion -- References -- Chapter 3 Analysis of Feature Models -- 3.1 Feature Model Analysis Process -- 3.1.1 Analysis OperationsWithout Solver Support -- 3.1.2 Analysis OperationsWith Solver Support -- 3.2 Diagnosing Inconsistent Constraint Sets -- 3.2.1 Identifying Conflict Sets in Non-Satisfiable Feature Models -- 3.2.2 Identifying Conflict Sets in User Requirements -- 3.3 Redundancy Detection in Feature Models -- 3.4 Feature Model Testing and Debugging -- 3.5 Machine Learning for Conflict Detection and Diagnosis -- 3.6 Discussion -- References -- Chapter 4 Interacting with Feature Model Configurators -- 4.1 Feature Model Configuration -- 4.2 Recommending Features -- 4.3 Explaining Configurations -- 4.4 Predicting Relevant Conflict Resolutions -- 4.5 Reconfiguration -- 4.6 Discussion -- References -- Chapter 5 Tools and Applications -- 5.1 Tool and Application Landscape -- 5.2 Feature Modelling Tools. , 5.3 Feature Model Analysis: Tool Support -- 5.4 Feature Model Configurator Applications -- 5.5 Discussion -- References -- Index.
    Additional Edition: Print version: Felfernig, Alexander Feature Models Cham : Springer International Publishing AG,c2024 ISBN 9783031618734
    Language: English
    Keywords: Electronic books. ; Electronic books.
    URL: Volltext  (kostenfrei)
    URL: Volltext  (kostenfrei)
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  • 2
    UID:
    almahu_9949774034802882
    Format: X, 122 p. , online resource.
    Edition: 1st ed. 2024.
    ISBN: 9783031618741
    Series Statement: SpringerBriefs in Computer Science,
    Content: 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.
    Note: Preface -- 1) Introduction -- 2) Feature Modelling -- 3) Analysis of Feature Models -- 4) Interacting with Feature Model Configurators -- 5) Tools and Applications .
    In: Springer Nature eBook
    Additional Edition: Printed edition: ISBN 9783031618734
    Additional Edition: Printed edition: ISBN 9783031618758
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
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  • 3
    Online Resource
    Online Resource
    Springer International Publishing
    UID:
    edocfu_9961589876002883
    Edition: 1st ed.
    ISBN: 9783031618741
    Additional Edition: ISBN 9783031618734
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
  • 4
    Online Resource
    Online Resource
    Springer International Publishing
    UID:
    edoccha_9961589876002883
    Edition: 1st ed.
    ISBN: 9783031618741
    Additional Edition: ISBN 9783031618734
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
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