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Knowledge Graphs for Semantics-driven Systems Engineering (Workshop@CAiSE23)

KG4SDSE Program
1st Workshop KG4SDSE at CAiSE2023

Knowledge Graphs for Semantics-driven Systems Engineering (Workshop@CAiSE23)

Organizer: CAiSE2023
Date/Time: June 13, 2023
Location: Zaragoza, Spain
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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 and semantic enrichment 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. We also aim to investigate their place in the Conceptual Modeling paradigm, specifically how Knowledge Graphs can enable new flavors of model-driven engineering or low-code engineering. Research advances on the interplay between Knowledge Graphs and Machine Learning or Natural Language Processing for systems engineering purposes are also welcome.

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

Workshop Chairs

Web Presence Chair

Iulia Vaidian (iulia.vaidian@omilab.org), University of Vienna, Austria / OMiLAB

Workshop Program Committee

  • Nick Bassiliades, Aristotle University of Thessaloniki, Greece
  • Sjaak Brinkkemper, Utrecht University, The Netherlands
  • Michael Fellmann, University of Rostock, Germany
  • Hans-Georg Fill, University of Fribourg, Switzerland
  • Aurona Gerber, University of Pretoria, South Africa
  • Ana-Maria Ghiran, Babeș-Bolyai University, Romania
  • Adrian Groza, Technical University of Cluj-Napoca, Romania
  • Marite Kirikova, Riga Technical University, Latvia
  • Dimitris Kiritsis, Swiss Federal Institute of Technology in Lausanne, Switzerland
  • Manolis Koubarakis, National and Kapodistrian University of Athens, Greece
  • Jose Emilio Labra Gayo, University of Oviedo, Spain
  • Ana León, Universitat Politècnica de València, Spain
  • Andreas Opdahl, University of Bergen, Norway
  • Axel Polleres, Vienna University of Economics and Business, Austria
  • 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
  • Alberto Rodrigues da Silva, University of Lisbon, Portugal
  • Takahira Yamaguchi, Keio University, Japan

Contact

kgworkshop@omilab.org

Sponsored by logo and logo

Registration

Please register via the organizer.

Registration (external)

Agenda

Welcome & Keynote

09:00 - 09:20: Welcome Message

Presenter: Robert Buchmann

09:20 - 10:30: KEYNOTE - A Graph Data Model for Data Analytics and Information Integration

Presenter: Nicolas Spyratos

Coffee Break

Session 1 (Chair - Fadime Kaya)

11:00 - 11:20: Interactive Machine Learning of Knowledge Graph-based Explainable Process Analysis

Presenter: Anne Füßl, Volker Nissen and Stefan Horst Heringklee

11:20 - 11:40: Towards Recommendations for Knowledge-graph-based Requirements Management in Construction - a Report on the EU DigiChecks Project

Presenter: Bram Bazuin, Sander Stolk and Marco Stevens

11:40 - 12:00: Semantic Matching through Knowledge Graphs - A Smart City Case

Presenter: Alexander Völz, Danial M. Amlashi and Moonkun Lee

12:00 - 12:15: A Weighted Knowledge Graph for Representing the Results of a Systemic Literature Review

Presenter: Jolanta Graudone and Marite Kirikova

12:15 - 12:30: The RAI Way - A Technical Analysis and Design Method for Building Enterprise Semantic Layers

Presenter: R. E. K. Stirewalt and Márton Búr

Lunch Break

 

Session 2 (Chair - Alexander Völz)

14:00 - 14:20: Employing Knowledge Graphs for Capturing Semantic Aspects of Robotic Process Automation

Presenter: Ștefan Uifălean

14:20 - 14:40: Knowledge Engineering - Formalizing DECENT Metamodel

Presenter: Angelo Fiorentino, Fadime Kaya and Paul Johannesson

14:40 - 14:55: Towards Crisis Response and Intervention using Knowledge Graphs – CRISP Case Study

Presenter: Amin Anjomshoaa, Hannah Schuster, Johannes Wachs and Axel Polleres

14:55 - 15:10: Using Knowledge Graphs for Record Linkage - Challenges and Opportunities

Presenter: Andreas Andreou, Donatella Firmani, Jerin George Mathew, Massimo Mecella and Michalis Pingos

15:10 - 15:25: A Linked Data Based Advanced Credit Rationale

Presenter: Newres Al Haider, Keng Ng, Ali Hashmi, Lauma Veidemane and Diederik Schut

Coffee Break

Panel Discussion and Conclusions

16:00 - 17:00: Expectations from Large Language Models and Deep Learning for Semantics-driven Systems Engineering

Presenter: Dimitris Karagiannis, University of Vienna, Austria (Moderator)
Panellists
  • Dimitris Plexousakis, Institute of Computer Science, FORTH and University of Crete, Greece
  • Johann Eder, Alpen-Adria University Klagenfurt, Austria
  • Hans-Georg Fill, University of Fribourg, Switzerland
  • N.N., Spain

Documentation

Important Dates

14 March 2023

Submission Deadline **EXTENDED**

04 April 2023

Decision Notification **COMPLETED**

13 June 2023

KG4SDSE Workshop @CAiSE2023