Towards AI-Enabled Model-Driven Architecture: Systematic Literature Review

Zina Zammel, Mouna Rekik, Lotfi Souifi, Ismael Rodriguez

2025

Abstract

The convergence of two separate areas of computer science, like Model Driven Architecture and Artificial Intelligence, can lead to collaboration in two main ways, such as AI-driven MDA and MDA for AI. In this paper, we present a Systematic Literature Review (SLR) on the application of AI within MDA. Additionally, we examine how AI facilitates transformations between the Computation Independent Model (CIM), Platform Independent Model (PIM), and Platform Specific Model (PSM), highlighting methods that bridge conceptual models with technical specifications. This review contributes to a deeper understanding of AI’s role in enhancing the effectiveness of MDA frameworks by analyzing existing studies that are selected using SLR. Based on a systematic search of IEEE, Science Direct, Springer, ACM, and google scholarrelevant articles published between 2018 and 2024 were identified. The adoption of AI introduces numerous benefits to software engineering, including enhanced support for designers and automation in model transformations.

Paper Citation

in Harvard Style

Zammel Z., Rekik M., Souifi L. and Rodriguez I. (2025). Towards AI-Enabled Model-Driven Architecture: Systematic Literature Review. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-737-5, SciTePress, pages 1380-1387. DOI: 10.5220/0013374000003890

in Bibtex Style

@conference{icaart25,
author={Zina Zammel and Mouna Rekik and Lotfi Souifi and Ismael Rodriguez},
title={Towards AI-Enabled Model-Driven Architecture: Systematic Literature Review},
booktitle={Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART},
year={2025},
pages={1380-1387},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013374000003890},
isbn={978-989-758-737-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART
TI - Towards AI-Enabled Model-Driven Architecture: Systematic Literature Review
SN - 978-989-758-737-5
AU - Zammel Z.
AU - Rekik M.
AU - Souifi L.
AU - Rodriguez I.
PY - 2025
SP - 1380
EP - 1387
DO - 10.5220/0013374000003890
PB - SciTePress