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Recommendation System for Design Patterns in Software Development: An DPR Overview
| Citations: | 1 - 0 self |
BibTeX
@MISC{Palma_recommendationsystem,
author = {Francis Palma and Hadi Farzin and Yann-gaël Guéhéneuc and École Polytechnique De Montréal and Naouel Moha},
title = {Recommendation System for Design Patterns in Software Development: An DPR Overview},
year = {}
}
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Abstract
Abstract—Software maintenance can become monotonous and expensive due to ignorance and misapplication of appropriate design patterns during the early phases of design and development. To have a good and reusable system, designers and developers must be aware of large information set and many quality concerns, e.g., design patterns. Systems with correct design pattern may ensure easy maintenance and evolution. However, without assistance, designing and development of software systems following certain design patterns is difficult for engineers. Recommendation systems for software engineering can assist designers and developers with a wide range of activities including suggesting design patterns. With the help of pattern recommenders, designers can come up with a reusable design. We provide a Design Pattern Recommender (DPR) process overview for software design to suggest design patterns, based on a simple Goal-Question-Metric (GQM) approach. Our prototype provides two-fold solution. In the primary-level, DPR only proposes one or more design patterns for a problem context, and in the secondary level, for a initial set of design, DPR refactors models and suggests design patterns. Our preliminary evaluation shows that DPR has a good trade-off between accuracy and procedural complexity, comparing to other state-of-the-art approaches. Keywords-Recommendation system; Design pattern; Software reuse
Keyphrases
design pattern recommendation system dpr overview software development software reuse abstract software maintenance simple goal-question-metric early phase state-of-the-art approach process overview wide range initial set certain design pattern pattern recommenders many quality concern large information set secondary level reusable system dpr refactors model procedural complexity appropriate design pattern problem context design pattern recommender two-fold solution easy maintenance keywords-recommendation system software design correct design pattern software engineering reusable design good trade-off preliminary evaluation show software system
