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

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. CCS Concepts Software and its engineering Software product lines.

Authors

Institutions

Publication Details

Published
2025-09-01
DOI
https://doi.org/10.1145/3748269.3749383
Primary Topic
Advanced Software Engineering Methodologies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Jabier Martinez, Fernando Jorge Hernández, Alejandro Rodríguez, JL Navarro et al.
Advanced Software Engineering Methodologies
article

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

Jabier Martinez, Fernando Jorge Hernández, Alejandro Rodríguez, JL Navarro, Rafael Portero
article en

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. CCS Concepts Software and its engineering Software product lines.

Integrasys (Spain) (ES), Association of Electronic and Information Technologies (ES)
Centro para el Desarrollo Tecnológico Industrial, Ministerio de Ciencia e Innovación
Openalex Percentile: Top 88%
Advanced Software Engineering Methodologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.