Concept analysis for product line requirements
Proceedings of the 8th ACM international conference on Aspect-oriented software development
Proceedings of the 13th International Software Product Line Conference
Modular development and verification of domain requirements via model checking
Proceedings of the 48th Annual Southeast Regional Conference
On-demand feature recommendations derived from mining public product descriptions
Proceedings of the 33rd International Conference on Software Engineering
Decision support for the software product line domain engineering lifecycle
Automated Software Engineering
Mining commonalities and variabilities from natural language documents
Proceedings of the 17th International Software Product Line Conference
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We introduce an extractive approach to building a product line's requirements assets. We define the functional requirements profiles (FRPs) according to the linguistic characterization of a domain's action-oriented concerns, and show that FRPs can be extracted from a document based on domain-aware lexical affinities that bear a 'verb - direct object' relation. The validated FRPs are then amenable to semantic case analysis so as to uncover the variation structures. Finally, merging FRPs helps discover the requirements interdependencies. We use orthogonal variability modeling to represent the product line's external variability and constraints. We apply our approach to an auto-marker product line. The study shows our approach complements domain analysis by quickly offering insights into system functionalities and product line variabilities.