| Vol-4093 urn:nbn:de:0074-4093-x Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# WOP-HAIBRIDGE 2025
Joint Proceedings WOP and HAIBRIDGE 2025

### Joint Proceedings of the 16th Workshop on Ontology Design and Patterns and the 1st Workshop on Bridging Hybrid Intelligence and the Semantic Web (WOP-HAIBRIDGE 2025)
co-located with the 24th International Semantic Web Conference (ISWC 2025)
Nara, Japan, November 2-3, 2025.

Edited by

### Fjollë Novakazi 1
Aryan Singh Dalal 2

1 Örebro University Sweden
2 Kansas State University USA

## Table of Contents

- Preface i-vii
  Summary: There were 15 papers submitted for peer-review. Out of these 13 papers were accepted for this volume.

### 16th Workshop on Ontology Design and Patterns (WOP 2025)

- From Zoo to Marketplace: Toward a Connected Ontology Ecosystem for the Semantic Web (Keynote)
  Jason Koo
- Is SHACL Suitable for Data Quality Assessment? 1-17
  Carolina Cortés, Lisa Ehrlinger, Lorena Etcheverry, Felix Naumann
- AISHIP: An Ontology for Extended Vessel Representation and Multimodal Data Integration 18-30
  Simon Burbach, Lennart Mackert, Maria Maleshkova
- BEAR: A Value-First Ontology Engineering Framework for Business Ecosystem Analysis and Representation 31-44
  Alican Tüzün, Nick Bassiliades, Herbert Jodlbauer, Georgios Meditskos
- ARGOS: Ontology Design Patterns for Governing Dynamic Data Operations in LLM-Powered Applications 45-56
  Nipun D. Pathirage, Oshani Seneviratne, Deborah L. McGuinness
- MQTT4SSN: An Ontology for the MQTT Message Protocol 57-70
  Niklas Doerner, Maria Maleshkova
- Capturing Requests and Context for ODRL-based Access and Usage Control 71-84
  Beatriz Esteves, Wout Slabbinck, Yassir Sellami, Andrea Cimmino, Víctor Rodríguez-Doncel, Ruben Verborgh
- Incentivizing Sustainable Data Exchanges through Unique Contextualization of History and Destiny 85-96
  Wout Slabbinck, Beatriz Esteves, Maarten de Mildt, Ruben Dedecker, Julián Rojas Meléndez, Sofie Verbrugge, Didier Colle, Pieter Colpaert, Ruben Verborgh
- An Ontology Design Pattern for Representing Temporal Indirection 97-108
  Yulia Svetashova

### 1st Workshop on Bridging Hybrid Intelligence and the Semantic Web (HAIBRIDGE 2025)

- Bias in Humans and AI - What To Do About It? (Keynote)
  Gianluca Demartini
- A Transparent and Adaptive AI Assistant for Teaching Knowledge Engineering (short paper) 109-114
  Stefani Tsaneva, Laura Waltersdorfer, Majlinda Llugiqi, Marta Sabou
- Towards Adaptive Knowledge Structuring by Multi-Agent Consensus (short paper) 115-121
  Takahiro Kobayashi, Makoto Nakatsuji
- rapid-triples: Customisable and Dynamic Forms for Semi-automatic Knowledge Collection (short paper) 122-129
  Mario Scrocca, Alessio Carenini, Valentina Anita Carriero, Irene Celino
- Using Large Language Models and Law-Based Rules for the Analysis of VAT Chain-Transaction Cases in Austrian Tax Law 130-142
  Marina Luketina, Lukas Knogler, Christoph G. Schuetz
- From Black Box to Data Contract: Engineering Accountable AI Agents with UpFormat (short paper) 143-147
  Karthik Gomadam Rajagopal, Pablo Mendes, Andrew Rabinovich

2025-10-31: submitted by Fjollë Novakazi, metadata incl. bibliographic data published under Creative Commons CC0
2025-11-13: published on CEUR Workshop Proceedings (CEUR-WS.org ISSN 1613-0073) |valid HTML5|