4 papers
A Benchmarking Framework for Model Datasets
Philipp-Lorenz Glaser, Lola Burgueño, Dominik Bork
Empirical and LLM-based research in model-driven engineering increasingly relies on datasets of software models, for instance, to train or evaluate machine learning techniques for…
Lost in Code Generation: Reimagining the Role of Software Models in AI-driven Software Engineering
Jürgen Cito, Dominik Bork
Generative AI enables rapid "vibe coding" and agentic software engineering, where natural-language prompts yield working software systems. This lowers barriers to software creation…
Mining Frequent Structures in Conceptual Models
Mattia Fumagalli, Tiago Prince Sales, Pedro Paulo F. Barcelos +6
The problem of using structured methods to represent knowledge is well-known in conceptual modeling and has been studied for many years. It has been proven that adopting modeling p…
Conceptual Modeling and Artificial Intelligence: Mutual Benefits from Complementary Worlds
Dominik Bork
Conceptual modeling (CM) applies abstraction to reduce the complexity of a system under study (e.g., an excerpt of reality). As a result of the conceptual modeling process a human…