| Vol-4085 urn:nbn:de:0074-4085-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).

# ISWC-C 2025
Industry, Doctoral Consortium, Posters and Demos at ISWC 2025

### Joint Proceedings of Industry, Doctoral Consortium, Posters and Demos of the 24th International Semantic Web Conference (ISWC-C 2025)

### Nara, Japan, November 2-6, 2025.

Edited by

### Irene Celino 1
Oktie Hassanzadeh 2
Abraham Bernstein 3
Natasha Noy 4
Gong Cheng 5
Shenghui Wang 6
Sebastián Ferrada 7
Thibaut Soulard 8
Kouji Kozaki 9
Hideaki Takeda 10
Anna Lisa Gentile 2

1 Cefriel, Italy
2 IBM Research, US
3 University of Zurich, Switzerland
4 Google Research, US
5 Nanjing University, China
6 University of Twente, The Netherlands
7 University of Chile, Chile
8 University Paris-Saclay, France
9 Osaka Electro-Communication University, Japan
10 National Institute of Informatics, Japan

## Table of Contents

### Summary

The ISWC 2025 Companion volume contains manuscripts from the Industry Track, the Doctoral Consortium, and The Posters and Demos Track.
The Industry Track features 15 extended abstracts about the application of knowledge graphs and semantic technologies in various industrial sectors, aiming to showcase the state of their adoption and the latest trends.
The Doctoral Consortium features 11 manuscripts authored by current PhD students, describing their research proposals.
The Posters and Demos Track features 34 Posters and 24 Demos manuscripts, describing ongoing or completed research work and showcasing innovative implementations, tools, or technologies from academia or industry.

### Industry Track

- Anomaly Detection and Diagnosis of Vehicle Steering Systems Using a Knowledge Graph-based Approach 1-4
  Qiushi Cao, Patelis Alexandros, Irlan Grangel González
- Building a Canonical Register of Public Sector Entities: Semantic Linking of Procurement Data at Scale 5-8
  Roberto Avogadro, Ian Makgill, Aleena Thomas, Ahmet Soylu, Dumitru Roman
- Knowledge-Augmented Security Risk Identification for OT Container Deployments 9-12
  Yannick Landeck, Dian Balta, Tomas Bueno Momcilovic, Martin Wimmer , Christian Knierim
- Empowering Supply Chain Risk Monitoring with Ontology-Guided Knowledge Graph Extraction by LLMs 13-16
  Shuhan Zheng, Keita Mizushina, Ken Naono
- Semantic Technology in Your Pocket 17-19
  Peter Crocker, Ian Horrocks, Yavor Nenov
- RODEOS — Robotic Data Ecosystem Semantic Model: Bridging Siloed Robot Systems 20-23
  Maximilian Stäbler, Lukas Sohlbach, Felix Weidinger, Steffen Turnbull, Jorge Marx-Goméz, Chris Schlueter-Langdon, Frank Köster
- FAIR Vocabulary Management at Scale: TERN's Implementation for Ecological Data Integration 24-27
  Junrong Yu, Javier Sanchez Gonzalez, Edmond Chuc, Siddeswara Mayura Guru
- An Explainable Natural Language Framework for Identifying and Notifying Target Audiences In Enterprise Communication 28-31
  Vítor Lourenço, Mohnish Dubey, Yunfei Bai, Audrey Depeige, Vivek Jain
- Mitigating Undesired Conditions in Flexible Production with Product-Process-Resource Asset Knowledge Graphs 32-35
  Petr Novak, Stefan Biffl, Marek Obitko, Petr Kadera
- Graph-Driven Validation Framework of Clinical Study Reports (TFLs) Using Semantic Technologies 36-39
  Hanuragav Muthiah Giri, Gopinath Viswanathan
- Exploring Semantic-Enhanced Property Graphs in Network Operations 40-43
  Beyza Yaman, Michael Mackey, Peter Cautley, Declan O'Sullivan
- Schema-Constrained Grammar-Guided Generation of GQL Queries from Natural Language 44-48
  Andre Melo, Jeff Z. Pan
- Building Hierarchy-Aware Knowledge Graphs: Ontology-Grounded Triple Extraction with LLMs 49-52
  Kudzai Sauka, Gianluigi Bardelloni, Frederik Situmeang, Jigsa Bulto
- RAGulating Compliance: A Multi-Agent Schema Light Knowledge Graph for Regulatory Compliance QA 53-57
  Hemant Jomraj, Bhavik Agarwal, Viktoria Rojkova
- Bridging Expert Knowledge and AI: A Semantic Architecture for Manufacturing Knowledge Management using Knowledge Graphs and Large Language Models 58-61
  Camilla Hemmer, Annariina Komljenovic, Jaroslaw Warzecha

### Doctoral Consortium

- Attributes, Taxonomies and Semantic alignment for Automated Research Software Classification 62-74
  Jenifer Tabita Ciuciu-Kiss
- Viewsari: Enabling New Perspectives on the Renaissance with a Knowledge Graph of Giorgio Vasari's The Lives 75-87
  Sarah Rebecca Ondraszek
- Large Language Models as Assistants for Ontology Engineering 88-95
  Javad Saeedizade
- Towards Provable Provenance and Privacy-Preserving Queries in Decentralised Data Architectures 96-104
  Jesse Wright
- Extracting problem-solving knowledge from LLMs with reasoning abilities 105-113
  Maxime Haurel
- Quality Without Borders: A Modular Approach to Unified Knowledge Graph Assessment 114-124
  Gabriele Tuozzo
- A Knowledge-Guided Hybrid Learning Framework for Semantic Constraint Integration in Time Series Models 125-135
  Simon Burbach
- SLAi: Symbolic Language for Artificial Intelligence Systems 136-147
  Alexis Ellis
- Enhancing Recommendation Systems Using Large Language Models and Personalized Knowledge Graphs 148-156
  Fernando Spadea
- Open Knowledge Extraction from Dialogue Using In-Context Learning 157-166
  Kelsey Rook
- Examining the Representation of Uncertainty in Knowledge Graphs: A Case Study in Copolymer Chemistry 167-175
  Sarah T. Bachinger

### Posters

- SLM-as-a-Judge with Attention Steering for Detailed Topic Extraction from Academic Literature 176-180
  Takahiro Kawamura, Junichiro Mori
- Avoiding Overpersonalization with Rule-Guided Knowledge Graph Adaptation for LLM Recommendations 181-186
  Fernando Spadea, Oshani Seneviratne
- From Strings to Semantics: A Graph-based Reranking Approach for Annotating Tables using Domain Ontologies 187-192
  Nan Liu, Mohamed-Anis Koubaa, Wolfgang Suess, Veit Hagenmeyer
- The Systematic Dataset Review Process: from Linked Dataset Discoverability to their FAIRness 193-199
  Sana Latif, Maria Angela Pellegrino
- Towards Actionable Ishikawa Diagrams: An Exploratory Case Study From the Textile Industry 200-204
  Christian Fleiner, Simon Vandevelde, Joost Vennekens
- Using LLM to improve Knowledge Graph Entity Matching 205-210
  Victor Eiti Yamamoto, Hideaki Takeda
- CE-KG: Citation Enhanced Knowledge Graph via Citation Sentiment Fusion and Evidence Tracing 211-214
  Yalan Huang, Xuemei Yang, Bin Zhang, Xiaoli Tang
- KGSynX: Knowledge Graph and Explainable Feedback Guided LLMs for Synthetic Tabular Data Generation 215-220
  Ke Yu, Teruaki Hayashi, Yuki Shigoku, Yukari Usukura, Shigeru Ishikura
- Constructing Cybersecurity Knowledge Graphs for Hybrid LLM–Graph Reasoning on Vulnerabilities 221-226
  Julio Vizcarra, Yuta Gempei, Yanan Wang, Takamasa Isohara, Mori Kurokawa
- A Semantic Web-Based Infrastructure for Purpose-Driven Retrieval of Life Science Bioresources 227-232
  Tatsuya Kushida, Daiki Usuda, Masanobu Yamagata, Norio Kobayashi, Shoichiro Shindo, Tatsuya Yamada, Yuki Yamagata, Hiroshi Masuya
- Tackling the Write-to-Read Web of Data with Trustflows 233-237
  Ben De Meester, Julian Andrés Rojas, Femke Ongenae, Pieter Colpaert, Ruben Verborgh
- Aligning ESG Controversy Data with International Guidelines through Semi-Automatic Ontology Construction 238-244
  Tsuyoshi Iwata, Guillaume Comte, Melissa Flores, Ryoma Kondo, Ryohei Hisano
- Jelly-Patch: a Fast Format for Recording Changes in RDF Datasets 245-249
  Piotr Sowiński, Kacper Grzymkowski, Anastasiya Danilenka
- Bio-KGvec2go: Serving up-to-date Dynamic Biomedical Knowledge Graph Embeddings 250-256
  Hamid Ahmad, Heiko Paulheim, Rita T. Sousa
- Constraint-Aware Ontology Engineering for Information Extraction from Financial Contracts 257-263
  Ryoma Kondo, Shamik Kundu, Muneaki Imai, Kyosuke Tomoda, Yuki Takazawa, Ryohei Hisano
- Prompt Compression for Dialog Navigation with Need-Oriented Environmental Knowledge Base and Large Language Models 264-264
  Hiroaki Shimoma, Sudesna Chakraborty, Takeshi Morita
- Interpreting User Needs with LLMs-based Conversational Agents and Knowledge Graphs: An Earth Observation Use Case 265-270
  Antoine Dupuy, Nathalie Aussenac-Gilles, Christophe Baehr, Cassia Trojahn
- TyRaL: End-to-End Document-level Relation Extraction via Type-Constrained Rule Learning 271-275
  Mierzhati Alimu, Xiaowang Zhang, Chaochao Du
- Human-Friendly Explanation for Ontology-based Concept Similarity: Design and Development 276-280
  Watanee Jearanaiwongkul, Teeradaj Racharak
- JSimELHExplainer: A Robust JAVA Library for Explainable Semantic Similarity for ELH Description Logic Ontology 281-285
  Teeradaj Racharak, Watanee Jearanaiwongkul
- Learned Indexes for Efficient Querying on Knowledge Graphs 286-292
  Gaurav Dawra, Aanchal Gupta, Nandika Jain, Yogender Kumar, Jishnu Raj Parashar, Bapi Chatterjee, Raghava Mutharaju
- SSHOC-NL: Towards a Knowledge Graph for Social Sciences and Humanities 293-297
  Andre Valdestilhas, Ronald Siebes, Jacco van Ossenbruggen
- Exploring LLM to extract Knowledge Graph from academic abstracts 298-303
  Victor Eiti Yamamoto, Othmane Kabal, Lakshan Karunathilake, Kotaro Nishigori, Vicente Lermanda, Shixiong Zhao, Hiroki Uematsu, Yanming He, Hideaki Takeda
- Assessing Logical Inference Capabilities of Large Language Models through RDF Schema Entailment Rules: A Multi-Level Evaluation 304-308
  Taichi Hosokawa, Sudesna Chakraborty, Takeshi Morita
- Key Aspect Prediction for Silent Vulnerability Fixes via Semantic Augmentation 309-313
  Dongshun He, Linyi Han, Xiaowang Zhang
- MetaExplainer In Action: An Overview of a Framework to Generate Multi-Type User-Centered Explanations 314-319
  Shruthi Chari, Oshani Seneviratne, Prithwish Chakraborty, Pablo Meyer, Deborah McGuinness
- Ontologies, Knowledge Graphs, and LLMs: How Do We GET Evaluations Done Right? 320-325
  Heiko Paulheim
- GraphRAG with Knowledge Graphs for Question Answering on Administrative Meeting Records 326-331
  Kumi Ushio, Daichi Tsuji, Yohei Kobashi
- Accelerating Drug Discovery through Semantic Data Integration and Machine Learning: From Biomedical Knowledge Graphs to Predictive Models 332-332
  Toshiaki Katayama, Shuichi Kawashima, Ryosuke Kojima, Takuto Koyama, Mayumi Kamada, Yuki Moriya
- An Ontology for the Common Data Format on Football Match Data 333-339
  Fajar J. Ekaputra, Gregor Käfer, Matthias Kempe
- Unveiling the Butterfly Effect in Knowledge Editing for Large Language Models Using Knowledge Graph-based Analysis 340-344
  Patipon Wiangnak, Natthawut Kertkeidkachorn, Kiyoaki Shirai
- From Culture to Core: Integrating Cultural Heritage Data into Cross-Domain Research Infrastructures 345-350
  Tabea Tietz, Linnaea Söhn, Oleksandra Bruns, Joerg Waitelonis, Etienne Posthumus, Jonatan Jalle Steller, Torsten Schrade, Harald Sack
- Comparing Methods for Competency Question Elicitation from Ontology Requirements 351-356
  Reham Alharbi, Jacopo de Berardinis, Terry Payne, Valentina Tamma
- CogNet3: Fusing Dynamic Emotional Knowledge of Personality Homophilous Groups in Real-World Events into Multi-Source Knowledge Graph 357-362
  Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao

### Demos

- Introducing GPTKB to the Semantic Web 363-368
  Yujia Hu, Tuan-Phong Nguyen, Shrestha Ghosh, Moritz Müller, Simon Razniewski
- metis: AI Agent Platform for Human-AI Interaction with Knowledge Graphs 369-374
  Linn Aung, Aaron Eberhart, Peter Haase, Nicolas Heist, Liubov Kovriguina, David Lamprecht, Nazanin Mashhaditafreshi
- LifeGraph 5: A SPARQL-ing User Interface for Advanced Multimodal Lifelog Querying 375-381
  Florian Ruosch, Luca Rossetto
- Towards Reliable Compositional Behavior in QALD Systems 382-388
  David Maria Schmidt, Raoul Schubert, Philipp Cimiano
- Demonstrating MinMod: A Large-scale Knowledge Graph of Historical Mining Data 389-394
  Craig Knoblock, Binh Vu, Basel Shbita, Pothula Punith Krishna, Namrata Sharma
- CHeCLOUD—the Cultural Heritage Linked Open Data Cloud 395-401
  Gabriele Tuozzo, Maria Angela Pellegrino, Antonio Lieto
- It's About Time: Time Functions for Comparing Partial and Floating Time Literals in SPARQL 402-407
  Ieben Smessaert, Julián Rojas, Pieter Colpaert
- Building Questions and Queries Datasets for Knowledge Graphs: a Demo of Q²Forge 408-413
  Yousouf Taghzouti, Franck Michel, Tao Jiang, Louis Felix Nothias, Fabien Gandon
- Fraw: Sampling-Based Approximate Query Processing for Federations of SPARQL endpoints 414-420
  Erwan Boisteau-Desdevises, Thi Hoang Thi Pham, Gabriela Montoya, Brice Nédelec, Hala Skaf-Molli, Pascal Molli
- Continuation Queries: Embracing Timeouts on Public SPARQL Endpoints 421-427
  Thi Hoang Thi Pham, Gabriela Montoya, Brice Nédelec, Hala Skaf-Molli, Pascal Molli
- GenKD: Generative Knowledge Discovery through Knowledge Graphs and Large Language Models 428-434
  Fouad Zablith, Shadi Youssef, Mathieu D'Aquin
- DBLPLink 2.0 - An Entity Linker for the DBLP Scholarly Knowledge Graph 435-440
  Debayan Banerjee, Tilahun Abedissa Taffa, Ricardo Usbeck
- TIB AIssistant: a Platform for AI-Supported Research Across Research Life Cycles 441-447
  Allard Oelen, Sören Auer
- Interactive Analysis of Knowledge Graph Validation Results with the SHACL Dashboard 448-454
  Johannes Mäkelburg, Zenon Zacouris, Jin Ke, Maribel Acosta
- ASK-DBLP: Answering Questions over DBLP 455-461
  Tilahun Abedissa Taffa, Patrick Neises, Stefan Ollinger, Patrick Westphal, Marcel R. Ackermann, Debayan Banerjee, Ricardo Usbeck
- An AI Pipeline for Scientific Literacy and Discovery: a Demonstration of Perspicacité-AI integration with Knowledge Graphs 462-467
  Lucas Pradi, Tao Jiang, Matthieu Feraud, Madina Bekbergenova, Yousouf Taghzouti, Louis Felix Nothias
- Towards a novel ontology-driven interface for cinematographic places 468-474
  Andrea Nasi, Diego Magro, Vincenzo Lombardo
- GRASP: Generic Reasoning And SPARQL Generation across Knowledge Graphs - Demo System 475-482
  Sebastian Walter , Hannah Bast
- LLMDapCat: An LLM-based Data Catalogue System for Data Sharing and Exploration 483-488
  Shang Ferheng Karim, Aisha Kelifa, Amanda Marie Holsæter Kjær, Shanshan Jiang, Sondre Sørbø, Dumitru Roman
- Towards Queryable Verifiable Credentials 489-494
  Gertjan De Mulder, Ruben Dedecker, Ben De Meester, Pieter Colpaert
- Decentralized based Generative AI Framework with Solid 495-501
  Ahmad Cahyono Adi, Dhea Anggita, Kabul Kurniawan
- LOAMA: Low-code ODRL Access Management Application 502-510
  Wout Slabbinck, Lennert De Rouck, Joachim Van Herwegen, Wouter Termont, Beatriz Esteves, Ruben Verborgh
- SynSem-Align (Demo): Ontology-Driven KG Extraction via Syntactic Candidate Mining and Paraphrase-Based Equivalence Filtering 511-517
  Rikuto Sasaki, Masahito Yasui, Kazuhiro Takeuchi

2025-10-24: submitted by Thibaut Soulard, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-31: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) valid HTML5|