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Knowledge Graphs for Semantics-driven Systems Engineering (Workshop@CAiSE25)

KG4SDSE Program
3rd Workshop KG4SDSE at CAiSE2025

Knowledge Graphs for Semantics-driven Systems Engineering (Workshop@CAiSE25)

Organizer: CAiSE2025
Date/Time: June 17, 2025
Location: Vienna, Austria
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KG4SDSE Workshop Description

The goal of this workshop is to stimulate research work about how Knowledge Graphs can add context and flexibility to information systems, enabling semantic enrichment and reasoning capabilities for their operation or engineering processes.

Knowledge Graphs have been primarily investigated as engineered artifacts by themselves – from their underlying formalisms (e.g. description logics), enabling technologies (e.g. RDF, LPG) to their knowledge management, semantic enrichment and integration capabilities. With this workshop we aim to shift focus from what Knowledge Graphs are or how they can be built towards how they can be relevant to Information Systems engineering. Research advances on the interplay between Knowledge Graphs, Machine Learning and Large Language Models for systems engineering purposes are of particular interest to our workshop, towards establishing novel knowledge flows and knowledge-based system architectures.

Various stages of research maturity can be reported in the workshop contributions - from position and vision papers to experience reports and full research papers.

Relevant Topics

  • Information Systems engineering methods based on Knowledge Graphs
  • The convergence of Knowledge Graphs, Large Language Models and systems engineering
  • Application scenarios for Knowledge Graphs
  • Knowledge Graphs as mediators between data, stakeholders and Large Language Models
  • Knowledge Graphs for model-driven engineering
  • Linking, transforming or augmenting domain-specific models with Knowledge Graphs
  • Knowledge Graphs informed by system theories and system engineering conceptualizations
  • Machine reasoning for Information Systems engineering
  • Knowledge Graph embeddings and graph neural networks
  • Requirements engineering based on Knowledge Graphs
  • System design and analysis augmented by Knowledge Graphs
  • Knowledge Graphs for Digital Twins and digital-first artifacts
  • Citizen-centric low-code Knowledge Graph management
  • Empirical studies and experience reports on Knowledge Graph-based information systems

Workshop Chairs

Web Presence Chair

Iulia Vaidian (iulia.vaidian@omilab.org), OMiLAB NPO, Germany

Workshop Program Committee

  • Amin Anjomshoaa, Vienna University of Economics and Business, Austria
  • Nick Bassiliades, Aristotle University of Thessaloniki, Greece
  • Michael Fellmann, University of Rostock, Germany
  • Hans-Georg Fill, University of Fribourg, Switzerland
  • Anne Füßl, Technische Universität Ilmenau, Germany
  • Aurona Gerber, University of West Cape, South Africa
  • Ana-Maria Ghiran, Babeș-Bolyai University, Romania
  • Adrian Groza, Technical University of Cluj-Napoca, Romania
  • Paul Johannesson, Royal Institute of Technology, Sweden
  • Marite Kirikova, Riga Technical University, Latvia
  • Manolis Koubarakis, National and Kapodistrian University of Athens, Greece
  • Jose Emilio Labra Gayo, Universidad de Oviedo, Chile
  • Ana León, Universitat Politècnica de València, Spain
  • Massimo Mecella, Sapienza Università di Roma, Italy
  • Andreas Opdahl, University of Bergen, Norway
  • Andrea Polini, University of Camerino, Italy
  • Achim Reiz, University of Rostock, Germany
  • Ben Roelens, Open University, The Netherlands
  • Anisa Rula, University of Brescia, Italy
  • Maribel Yasmina Santos, University of Minho, Portugal

Contact

kgworkshop@omilab.org

Sponsored by logo and logo

Registration

Please register via the organizer.

Registration (external)

Agenda

9:00-9:20: Opening. Chairs' Welcome Message

Presenter: Robert Buchmann

9:20-10:20: Keynote - Towards Knowledge-Graphs Enhanced Task-Oriented Dialogue Systems

Presenter: Gheorghe Cosmin Silaghi

10:30-11:00: Coffee Break

11:00-11:25: Retrieval-Augmented Generation for Entity Alignment in Knowledge Graphs. An Incipient Experiment

Presenter: Davide Mario Ricardo Bara, Daria Maria Mesesan and Gheorghe Cosmin Silaghi

11:25-11:50: Dynamic Adaption of Metamodels based on Knowledge Graphs

Presenter: Alexander Völz, Danial Mohammadi Amlashi and Junsup Song

11:50-12:15: Using an LLM to Create Situation-Specific Knowledge Graphs Based on a Domain Knowledge Graph. Practical Possibilities and Semantic Challenges

Presenter: Steven Alter

12:30-14:00: Lunch Break

14:00-14:25: Towards Industry 5.0 in Tourism Sector through Conceptual Modeling and Semantic Interoperability for Personalized Travel Itineraries

Presenter: Andreea Popoviciu and Ana-Maria Ghiran

14:25-14:40: Benchmarking Knowledge Graph Question Answering via Complexity-aware Queries

Presenter: Balázs Mosolygó, Andreas Lothe Opdahl, Guohui Xiao, Jiaoyan Chen and Ana Ozaki

14:40-15:30: Knowledge Graphs in Systems Engineering

Presenter: Closing discussion with the Audience (moderated by the workshop chairs)

Documentation

Important Dates

14 March 2025

Submission Deadline

21 March 2025

Late Submission

07 April 2025

Decision Notification