Mastering the requirements process
Mastering the requirements process
Design and use of software architectures: adopting and evolving a product-line approach
Design and use of software architectures: adopting and evolving a product-line approach
Generative programming: methods, tools, and applications
Generative programming: methods, tools, and applications
Viewpoints: principles, problems and a practical approach to requirements engineering
Annals of Software Engineering
Specifying Quality Characteristics and Attributes for Websites
Web Engineering, Software Engineering and Web Application Development
Applications of SHOP and SHOP2
IEEE Intelligent Systems
Software Product Lines in Action: The Best Industrial Practice in Product Line Engineering
Software Product Lines in Action: The Best Industrial Practice in Product Line Engineering
Efficient compilation techniques for large scale feature models
GPCE '08 Proceedings of the 7th international conference on Generative programming and component engineering
Reasoning about edits to feature models
ICSE '09 Proceedings of the 31st International Conference on Software Engineering
Selecting highly optimal architectural feature sets with Filtered Cartesian Flattening
Journal of Systems and Software
SHOP: simple hierarchical ordered planner
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
An End-to-End Approach for QoS-Aware Service Composition
EDOC '09 Proceedings of the 2009 IEEE International Enterprise Distributed Object Computing Conference (edoc 2009)
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Automated reasoning for multi-step feature model configuration problems
Proceedings of the 13th International Software Product Line Conference
An investigation into the notion of non-functional requirements
Proceedings of the 2010 ACM Symposium on Applied Computing
Stratified analytic hierarchy process: prioritization and selection of software features
SPLC'10 Proceedings of the 14th international conference on Software product lines: going beyond
Integrating Preferences into Goal Models for Requirements Engineering
RE '10 Proceedings of the 2010 18th IEEE International Requirements Engineering Conference
A comparison of decision modeling approaches in product lines
Proceedings of the 5th Workshop on Variability Modeling of Software-Intensive Systems
Conditional preferences in software stakeholders' judgments
Proceedings of the 2011 ACM Symposium on Applied Computing
Assessing the maintainability of software product line feature models using structural metrics
Software Quality Control
Journal of Systems and Software
Scalable Prediction of Non-functional Properties in Software Product Lines
SPLC '11 Proceedings of the 2011 15th International Software Product Line Conference
Service selection algorithms for composing complex services with multiple qos constraints
ICSOC'05 Proceedings of the Third international conference on Service-Oriented Computing
Automated reasoning on feature models
CAiSE'05 Proceedings of the 17th international conference on Advanced Information Systems Engineering
Using java CSP solvers in the automated analyses of feature models
GTTSE'05 Proceedings of the 2005 international conference on Generative and Transformational Techniques in Software Engineering
Non-functional requirements in model-driven software product line engineering
Proceedings of the Fourth International Workshop on Nonfunctional System Properties in Domain Specific Modeling Languages
Performance variability in software product lines: a case study in the telecommunication domain
Proceedings of the 17th International Software Product Line Conference
Automated generation of computationally hard feature models using evolutionary algorithms
Expert Systems with Applications: An International Journal
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Feature modeling is one of the main techniques used in Software Product Line Engineering to manage the variability within the products of a family. Concrete products of the family can be generated through a configuration process. The configuration process selects and/or removes features from the feature model according to the stakeholders' requirements. Selecting the right set of features for one product from amongst all of the available features in the feature model is a complex task because: 1) the multiplicity of stakeholders' functional requirements; 2) the positive or negative impact of features on non-functional properties; and 3) the stakeholders' preferences w.r.t. the desirable non-functional properties of the final product. Many configurations techniques have already been proposed to facilitate automated product derivation. However, most of the current proposals are not designed to consider stakeholders' preferences and constraints especially with regard to non-functional properties. We address the software product line configuration problem and propose a framework, which employs an artificial intelligence planning technique to automatically select suitable features that satisfy both the stakeholders' functional and non-functional preferences and constraints. We also provide tooling support to facilitate the use of our framework. Our experiments show that despite the complexity involved with the simultaneous consideration of both functional and non-functional properties our configuration technique is scalable.