28/05/2024
Congrats to Prof. Robert Buchmann, our scientific director, for this novel research contribution. Recently, we included the interplay between Large Language Models and Knowledge Graphs as a topic of interest for our center.
"Large Language Models: Expectations for Semantics-driven Systems Engineerings" is motivated by the panel discussion from the 1st Workshop (co-located with ) and has just been published in the Data & Knowledge Engineering Journal!
"The current experiences with Large Language Models and associated products (e.g. ChatGPT) lead to diverse positions regarding the foreseeable evolution of such products from the point of view of scholars who have been working with designed abstractions for most of their careers - typically relying on deterministic design decisions to ensure systems and automation reliability. Such expectations are collected in this paper in relation to a flavor of systems engineering that relies on explicit knowledge structures, introduced here as “semantics-driven systems engineering”."
Authors: Robert Andrei Buchmann (UBB FSEGA - Universitatea Babeș-Bolyai, Facultatea de Științe Economice și Gestiunea Afacerilor), Johann Eder (Universität Klagenfurt), Hans-Georg Fill (Université de Fribourg - Universität Freiburg), Ulrich Frank (University of Duisburg-Essen), Dimitris Karagiannis (University of Vienna), Emanuele Laurenzi (University of Applied Sciences and Arts Northwestern Switzerland FHNW), John Mylopoulos (University of Toronto), Dimitrios Plexousakis (ICS-FORTH), Maribel Yasmina Santos (Universidade do Minho).
DOI: https://www.sciencedirect.com/science/article/abs/pii/S0169023X2400048X?via%3Dihub
PS: The 2nd workshop is already next week, on Tuesday, June 4th in Limassol Cyprus!
