Feature Models: AI-Driven Design, Analysis and Applications

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
Format: Book
Language:Vietnamese
Published: Springer 2025
Subjects:
Online Access:https://link.springer.com/book/10.1007/978-3-031-61874-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/11843
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spelling oai:localhost:PNK-118432025-04-27T03:35:46Z Feature Models: AI-Driven Design, Analysis and Applications Felfernig, Alexander Falkner, Andreas Benavides, David Software Product Lines Knowledge-Based Configuration Machine Learning 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. 2025-04-27T03:35:46Z 2025-04-27T03:35:46Z 2024 Book https://link.springer.com/book/10.1007/978-3-031-61874-1 https://dlib.phenikaa-uni.edu.vn/handle/PNK/11843 vi application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language Vietnamese
topic Software Product Lines
Knowledge-Based Configuration
Machine Learning
spellingShingle Software Product Lines
Knowledge-Based Configuration
Machine Learning
Felfernig, Alexander
Falkner, Andreas
Benavides, David
Feature Models: AI-Driven Design, Analysis and Applications
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.
format Book
author Felfernig, Alexander
Falkner, Andreas
Benavides, David
author_facet Felfernig, Alexander
Falkner, Andreas
Benavides, David
author_sort Felfernig, Alexander
title Feature Models: AI-Driven Design, Analysis and Applications
title_short Feature Models: AI-Driven Design, Analysis and Applications
title_full Feature Models: AI-Driven Design, Analysis and Applications
title_fullStr Feature Models: AI-Driven Design, Analysis and Applications
title_full_unstemmed Feature Models: AI-Driven Design, Analysis and Applications
title_sort feature models: ai-driven design, analysis and applications
publisher Springer
publishDate 2025
url https://link.springer.com/book/10.1007/978-3-031-61874-1
https://dlib.phenikaa-uni.edu.vn/handle/PNK/11843
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score 8.893527