[HTML][HTML] To prompt or not to prompt: Navigating the use of large language models for integrating and modeling heterogeneous data
Manually integrating data of diverse formats and languages is vital to many artificial
intelligence applications. However, the task itself remains challenging and time-consuming …
intelligence applications. However, the task itself remains challenging and time-consuming …
Universal conceptual modeling: principles, benefits, and an agenda for conceptual modeling research
The paper proposes universal conceptual modeling, conceptual modeling that strives to be
as general-purpose as possible and accessible to anyone, professionals and non-experts …
as general-purpose as possible and accessible to anyone, professionals and non-experts …
Unraveling the foundations and the evolution of conceptual modeling—Intellectual structure, current themes, and trajectories
The field of conceptual modeling has now been in existence for over five decades. To
understand how this field has evolved and should continue to evolve, it is useful to examine …
understand how this field has evolved and should continue to evolve, it is useful to examine …
Principles of universal conceptual modeling
The paper proposes a new frontier for conceptual modeling–universal conceptual modeling
(UCM)–defined as conceptual modeling that is general-purpose and accessible to anyone …
(UCM)–defined as conceptual modeling that is general-purpose and accessible to anyone …
[HTML][HTML] Guiding attention in flow-based conceptual models through consistent flow and pattern visibility
A critical part of flow-based conceptual modeling, such as process modeling, is visualizing
the logical and temporal sequence in which activities in a process should be completed …
the logical and temporal sequence in which activities in a process should be completed …
The MAGIC of Data Management: Understanding the Value and Activities of Data Management
R Lukyanenko - arXiv preprint arXiv:2408.07607, 2024 - arxiv.org
In an era dominated by information technology, the critical discipline of data management
remains undervalued compared to the innovations it enables, such as artificial intelligence …
remains undervalued compared to the innovations it enables, such as artificial intelligence …
Turning Conceptual Modeling Institutional–The prescriptive role of conceptual models in transforming institutional reality
O Eriksson, P Johannesson, M Berholtz… - Data & Knowledge …, 2024 - Elsevier
It has traditionally been assumed that information systems describe physical reality.
However, this assumption is becoming obsolete as digital infrastructures are increasingly …
However, this assumption is becoming obsolete as digital infrastructures are increasingly …
[PDF][PDF] Inclusive conceptual modeling: Diversity, equity, involvement, and belonging in conceptual modeling
We propose a vision for inclusive conceptual modeling. The urgency to address
inclusiveness comes from two converging trends: the deepening reliance on information …
inclusiveness comes from two converging trends: the deepening reliance on information …
Modeling 4.0: Conceptual Modeling in a Digital Era
A Jabbari, M Rosemann - … of the Association for Information Systems, 2023 - aisel.aisnet.org
Digitization provides entirely new affordances for our economies and societies. This leads to
previously unseen design opportunities and complexities as systems and their boundaries …
previously unseen design opportunities and complexities as systems and their boundaries …
[HTML][HTML] Creating and Validating a Ground Truth Dataset of Unified Modeling Language Diagrams Using Deep Learning Techniques
J Torcal, V Moreno, J Llorens, A Granados - Applied Sciences, 2024 - mdpi.com
Featured Application Having a curated dataset of UML diagrams without duplicate elements
and with accurate labels is particularly useful in the fields of software engineering and …
and with accurate labels is particularly useful in the fields of software engineering and …