Work

Similarity-based Recommendation of Existing Component Configurations in Component-based Product Lines

Year: 2025

Type: conference-paper

Abstract: Component-based product lines enable the systematic reuse of predefined assets to create new systems satisfying a variable set of requirements.When a new project arrives with its concrete features to satisfy, there is an economic-and quality-driven interest in identifying which of the existing component configurations from previous successful projects should be reused to reduce the needed adaptations.Given a real scenario of a component-based product line from our industrial partner, the contribution is a recommender system, mining existing assets and using similarity-based techniques, allowing domain experts to be faster and more confident in the decision-making process of component selection.

Source: ACM International Systems and Software Product Line Conference (SPLC)

DOI: 10.1145/3748269.3749383

Authors: Jabier Martinez, Fernando Jorge-Hernández, Alejandro Rodríguez, Julio Navarro, Rafael Portero

Institutions: Tecnalia, Integrasys (Spain)

Language: English

Topic: Advanced Software Engineering Methodologies

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: bronze

Funders: Centro para el Desarrollo Tecnológico Industrial, Ministerio de Ciencia e Innovación