Towards Enabling FAIR Dataspaces Using Large Language Models

arXiv (Cornell University)

Abstract

Dataspaces have recently gained adoption across various sectors, including traditionally less digitized domains such as culture. Leveraging Semantic Web technologies helps to make dataspaces FAIR, but their complexity poses a significant challenge to the adoption of dataspaces and increases their cost. The advent of Large Language Models (LLMs) raises the question of how these models can support the adoption of FAIR dataspaces. In this work, we demonstrate the potential of LLMs in dataspaces with a concrete example. We also derive a research agenda for exploring this emerging field.

Authors 7

1. Benedikt T. Arnold Aachen

   RWTH Aachen University · Fraunhofer Institute for Applied Information Technology

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   RWTH Aachen University , Aachen , Germany

2. Johannes Lipp Aachen

   RWTH Aachen University · Fraunhofer Institute for Applied Information Technology

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   RWTH Aachen University , Aachen , Germany

3. Diego Collarana

   Fraunhofer Institute for Applied Information Technology · Universidad Privada Boliviana

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   Universidad Privada Boliviana , Bolivia

4. Christoph Lange Aachen

   RWTH Aachen University · Fraunhofer Institute for Applied Information Technology

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   RWTH Aachen University , Aachen , Germany

5. Sandra Geisler Aachen

   RWTH Aachen University · Fraunhofer Institute for Applied Information Technology

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   RWTH Aachen University , Aachen , Germany

6. Edward Curry

   Ollscoil na Gaillimhe – University of Galway

   Affiliation as printed

   University of Galway , Galway , Ireland

7. Stefan Decker Aachen

   RWTH Aachen University · Fraunhofer Institute for Applied Information Technology

   Affiliation as printed

   Fraunhofer Institute for Applied Information Technology FIT , St. Augustin , Germany

   RWTH Aachen University , Aachen , Germany