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Feature Models

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 t...

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Main Authors: Felfernig, Alexander, Falkner, Andreas, Benavides, David
Formato: Online
Idioma:inglês
Publicado em: Springer Nature 2024
Assuntos:
Software Product Lines
Knowledge-Based Configuration
Machine Learning
Artificial Intelligence
Feature Modeling
Software Configuration Management
Software Customization
Software Personalization
Constraint Programming
Software Variability
Model-Based Software Development
thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering
thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence
Acesso em linha:ONIX_20240716_9783031618741_27
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Resumo: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.

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