Recommender systems in model-driven engineering: A systematic map** review

L Almonte, E Guerra, I Cantador, J De Lara - Software and Systems …, 2022 - Springer
Recommender systems are information filtering systems used in many online applications
like music and video broadcasting and e-commerce platforms. They are also increasingly …

AI-powered model repair: an experience report—lessons learned, challenges, and opportunities

A Barriga, A Rutle, R Heldal - Software and Systems Modeling, 2022 - Springer
Artificial intelligence has already proven to be a powerful tool to automate and improve how
we deal with software development processes. The application of artificial intelligence to …

Automating the synthesis of recommender systems for modelling languages

L Almonte, S Pérez-Soler, E Guerra… - Proceedings of the 14th …, 2021 - dl.acm.org
We are witnessing an increasing interest in building recommender systems (RSs) for all
sorts of Software Engineering activities. Modelling is no exception to this trend, as modelling …

History-based model repair recommendations

M Ohrndorf, C Pietsch, U Kelter, L Grunske… - ACM Transactions on …, 2021 - dl.acm.org
Models in Model-driven Engineering are primary development artifacts that are heavily
edited in all stages of software development and that can become temporarily inconsistent …

Leveraging large language models for software model completion: Results from industrial and public datasets

C Tinnes, A Welter, S Apel - arxiv preprint arxiv:2406.17651, 2024 - arxiv.org
Modeling structure and behavior of software systems plays a crucial role in the industrial
practice of software engineering. As with other software engineering artifacts, software …

Generating repairs for inconsistent models

L Marchezan, R Kretschmer, WKG Assunção… - Software and Systems …, 2023 - Springer
There are many repair alternatives for resolving model inconsistencies, each involving one
or more model changes. Enumerating them all could overwhelm the developer because the …

Fulfilling industrial needs for consistency among engineering artifacts

L Marchezan, WKG Assunção, E Herac… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
Maintaining the consistency of engineering artifacts is a challenge faced by several
engineering companies. This is more evident when the engineering artifacts are created …

PARMOREL: a framework for customizable model repair

A Barriga, R Heldal, A Rutle, L Iovino - Software and Systems Modeling, 2022 - Springer
In model-driven software engineering, models are used in all phases of the development
process. These models must hold a high quality since the implementation of the systems …

Model repair with quality-based reinforcement learning

L Iovino, A Barriga Rodriguez, A Rutle, R Heldal - 2020 - hvlopen.brage.unit.no
Domain modeling is a core activity in Model-Driven Engineering, and these models must be
correct. A large number of artifacts may be constructed on top of these domain models, such …

Comprehensive systems: a formal foundation for multi-model consistency management

P Stünkel, H König, Y Lamo, A Rutle - Formal Aspects of Computing, 2021 - Springer
Abstract Model management is a central activity in Software Engineering. The most
challenging aspect of model management is to keep inter-related models consistent with …