- Tutorials and Workshops
- Main Conference
Proceedings are available via Springer on this link.
The registration desk will be open for check-ins on Sunday and Tuesday from 8am. Please try to come by before 8.45am to avoid congestion.
During the Main conference Erato is reserved as a quiet room and Melpo & Thalia are reserved as a quiet work room (except for the demo session).
Workshops and Tutorials
Day 1 – May 26th 2024
Day 2 – May 27th 2024
At the end of Day 2 there will be a student-only event. More details will be shared during the PhD Symposium. For any questions please email Stefani Tsaneva.
Main Conference
🌟 indicates Spotlight papers
Day 1 – May 28th 2024
| Time | Room 1: Hermes & Apollon | Room 2: Orpheas |
|---|---|---|
| 09:00 – 09:30 | Welcome | |
| 09:30 – 10:30 |
Keynote by Elena Simperl Knowledge engineering: from people to machines and back |
|
| 10:30 – 11:00 | Coffee Break | |
|
Session 1: Large language models Chair: Peter Haase |
Session 2: Question answering and querying systems Chair: Cassia Trojahn |
|
| 11:00 – 11:20 |
Research A Language Model based Framework for New Concept Placement in Ontologies [pdf] by Hang Dong, Jiaoyan Chen, Yuan He, Yongsheng Gao and Ian Horrocks |
In-Use 🌟 Generative Expression Constrained Knowledge-based decoding for Open data [pdf] by Lucas Lageweg and Benno Kruit |
| 11:20- 11:40 |
Resource Enabling Social Demography Research using Semantic Technologies [pdf] by Lise Stork, Richard Zijdeman, Ilaria Tiddi and Annette ten Teije |
Research Large Language Models for Scientific Question Answering: an Extensive Analysis of the SciQA Benchmark [pdf] by Jens Lehmann, Antonello Meloni, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Antonio Salatino and Sahar Vahdati |
| 11:40 – 12:00 |
Research ESLM: Improving entity summarization by leveraging language models [pdf] by Asep Fajar Firmansyah, Diego Moussallem and Axel-Cyrille Ngonga Ngomo |
Research 🌟 Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins [pdf] by Nikolaos Karalis, Alexander Bigerl, Liss Heidrich, Mohamed Sherif and Axel-Cyrille Ngonga Ngomo |
| 12:00 – 12:20 |
Research 🌟 Leveraging Pre-trained Language Models for Time Interval Prediction in Text-Enhanced Temporal Knowledge Graphs [pdf] by Duygu Sezen Islakoglu, Melisachew Wudage Chekol and Yannis Velegrakis |
Research QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs [pdf] by Ruijie Wang, Luca Rossetto, Michael Cochez and Abraham Bernstein |
| 12:20 – 14:00 | Lunch | |
|
Session 3: Multiple modalities Chair: Harald Sack |
Session 4: Knowledge graph embeddings Chair: Maribel Acosta |
|
| 14:00 – 14:20 |
Resource IICONGRAPH: improved Iconographic and Iconological Statements in Knowledge Graphs [pdf] by Bruno Sartini |
Research HolmE: Low-Dimensional Hyperbolic KG Embedding for Better Extrapolation [pdf] by Zhuoxun Zheng, Baifan Zhou, Hui Yang, Zhipeng Tan, Arild Waaler, Evgeny Kharlamov and Ahmet Soylu |
| 14:20 – 14:40 |
Resource Musical Meetups Knowledge Graph (MMKG): a network of evidence for historical social network analysis [pdf] by Alba Morales Tirado, Jason Carvalho, Marco Ratta, Paul Mulholland, Helen Barlow, Trevor Herbert, Chukwudi Uwasomba and Enrico Daga |
Research Do Similar Entities have Similar Embeddings? [pdf] by Nicolas Hubert, Heiko Paulheim, Armelle Brun and Monticolo Davy |
| 14:40 – 15:00 |
Resource FidMark: A Fiducial Marker Ontology for Semantically Describing Visual Markers [pdf] by Maxim Van de Wynckel, Isaac Valadez and Beat Signer |
Research 🌟 Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction [pdf] by Nicolas Hubert, Pierre Monnin, Armelle Brun and Monticolo Davy |
| 15:00 – 15:20 |
Resource 🌟 VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph [pdf] by Jicheng Yuan, Anh Le-Tuan, Manh Nguyen Duc, Trung-Kien Tran, Manfred Hauswirth and Danh Le Phuoc |
Research Can Contrastive Learning Refine Embeddings [pdf] by Lihui Liu, Jinha Kim and Vidit Bansal |
| 15:20 – 16:00 | Coffee Break | |
| 16:00 – 16:20 | Workshop Highlights | |
| 16:20 – 17:30 | Minute Madness (posters, demos, project networking) | |
| 18:00 – | Demos (in Melpo & Thalia) | |
| 19:00 – | Welcome Reception with Posters and Project Networking (Beach bar) |
Day 2 – May 29th 2024
| Time | Room 1: Hermes & Apollon | Room 2: Orpheas |
|---|---|---|
| 09:15 – 09:30 | Welcome | |
| 09:30 – 10:30 |
Keynote by Katariina Kari What Over 7 Years of Building Enterprise Knowledge Graphs Has Taught Me About Theory and Practise |
|
| 10:30 – 11:00 | Coffee Break | |
| Special Track: LLMs for KE |
Session 5: Ontologies and knowledge graphs Chair: Francesco Osborne |
|
| 11:00 – 11:20 | OntoChat: a Framework for Conversational Ontology Engineering using Language Models [pdf] by Bohui Zhang, Valentina Anita Carriero, Katrin Schreiberhuber, Stefani Tsaneva, Lucia Sanchez Gonzalez, Jongmo Kim and Jacopo de Berardinis |
Resource 🌟 NORIA-O: An Ontology for Anomaly Detection and Incident Management in ICT Systems [pdf] by Lionel Tailhardat, Yoan Chabot and Raphaël Troncy |
| 11:20 – 11:40 | Validating Semantic Artifacts With Large Language Models [pdf] by Nilay Tufek, Aparna Saisree Thuluva, Tathagata Bandyopadhyay, Valentin Philipp Just, Marta Sabou, Fajar Ekaputra and Allan Hanbury |
In-Use Automation of Electronic Invoice Validation using Knowledge Graph Technologies [pdf] by Johannes Mäkelburg, Christian John and Maribel Acosta |
| 11:40 – 12:00 | NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning [pdf] by Nadeen Fathallah, Arunav Das, Stefano De Giorgis, Andrea Poltronieri, Peter Haase and Liubov Kovriguina |
Resource SousLeSens – a Comprehensive Suite for the Industrial Practice of Semantic Knowledge Graphs [pdf] by Claude Fauconnet, Jean-Charles Leclerc, Arkopaul Sarkar and Hedi Karray |
| 12:00 – 12:20 | Assessing the Evolution of LLM capabilities for Knowledge Graph Engineering in 2023 [pdf] by Johannes Frey, Lars-Peter Meyer, Felix Brei, Sabine Gruender and Michael Martin |
Research Navigating Ontology Development with Large Language Models: A Study on User Stories Modelling [pdf] by Javad Saeedizade and Eva Blomqvist |
| 12:20 – 14:00 | Lunch & Project Networking Lunch | |
| Special Track: LLMs for KE | Industry Track | |
| 14:00 – 14:20 | Can LLMs Generate Competency Questions? [pdf] by Youssra Rebboud, Lionel Tailhardat, Pasquale Lisena and Raphaël Troncy |
Towards Solid-based B2B Data Value Chains [pdf] by Andreas Both, Dustin Yeboah, Thorsten Kastner, Daniel Schraudner, Sebastian Schmid, Christoph Braun, Andreas Harth and Tobias Käfer |
| 14:20 – 14:40 | The Role of Generative AI in Competency Question Retrofitting [pdf] by Reham Alharbi, Valentina Tamma, Floriana Grasso and Terry Payne |
FAIR Internet of Things Data: Enabling Process Optimization at Munich Airport [pdf] by Michael Freund, Julian Rott, Rene Dorsch and Andreas Harth |
| 14:40 – 15:00 | Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models [pdf] by Bradley Allen and Paul Groth |
Dataset Management Powered by Semantic Web Technologies [pdf] by Björn Andersson, Patrik Kompus, Sachiko Lim and Michaela Skans |
| 15:00 – 15:20 | LLMs4OM: Matching Ontologies with Large Language Models [pdf] by Hamed Babaei Giglou, Jennifer D’Souza, Felix Engel and Sören Auer |
Product Information Management Systems Powered by Knowledge Graphs [pdf] by Amir Laadhar, Nikhil Acharya, Johann Wagner and Martin Ley |
| 15:20 – 16:00 | Coffee Break | |
| Special Track: LLMs for KE | Industry Track | |
| 16:00 – 16:20 | Column Property Annotation using Large Language Models [pdf] by Keti Korini and Christian Bizer |
LLM-based Guided Generation of Ontology Term Definitions [pdf] by Stefan Bischof, Erwin Filtz, Josiane Xavier Parreira and Simon Steyskal |
| 16:20 – 16:40 | 12 shades of RDF: Impact of Syntaxes on Data Extraction with Language Models [pdf] by Célian Ringwald, Fabien Gandon, Catherine Faron, Franck Michel and Hanna Abi Akl |
Rapid Graph Generation from Job Descriptions: combining Taxonomies and LLMs [pdf] by Henri Egle Sorotos, Kaan Karakeben, Alisa Milchevskaya and Ahmad Assaf |
| 16:40 – 17:00 | Special Track discussion and wrap up | Optimizing Aerospace Product Maintenance: A Novel Multi-Modal Knowledge Graph and LLM Approach for Enhanced Decision Support [pdf] by Raed Awill, Wajahat Ali Khan, Maqbool Hussain and Ben Anderson |
| 17:00 – 18:00 | Town Hall | |
| 19:00 | Gala Dinner (Beach bar) |
Day 3 – May 30th 2024
| Time | Room 1: Hermes & Apollon | Room 2: Orpheas |
|---|---|---|
|
Session 6: Knowledge graph schemas, constraints and construction Chair: Olaf Hartig |
Session 7: Data integration Chair: Lise Stork |
|
| 09:00 – 09:20 |
Resource FlexRML: A Flexible and Memory Efficient Knowledge Graph Materializer [pdf] by Michael Freund, Sebastian Schmid, Rene Dorsch and Andreas Harth |
In-Use Integrating domain knowledge for enhanced concept model explainability in Plant Disease classification [pdf] by Jihen Amara, Sheeba Samuel and Birgitta König-Ries |
| 09:20 – 09:40 |
In-Use 🌟 Towards Cyber Mapping the German Financial System with Knowledge Graphs [pdf] by Markus Schröder, Jacqueline Krüger, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus and Andreas Dengel |
Resource SMW Cloud: A Corpus of Domain-Specific Knowledge Graphs from Semantic MediaWikis [pdf] by Daniil Dobriy, Martin Beno and Axel Polleres |
| 09:40 – 10:00 |
Resource SCOOP all the Constraints’ Flavours for your Knowledge Graph [pdf] by Xuemin Duan, David Chaves-Fraga, Olivier Derom and Anastasia Dimou |
Research 🌟 SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines [pdf] by Alexander Brinkmann, Roee Shraga and Christian Bizer |
| 10:00 – 10:20 |
Resource 🌟 PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips [pdf] Nicolas Hubert, Pierre Monnin, Mathieu d’Aquin, Monticolo Davy and Armelle Brun |
Resource MLSea: A Semantic Layer for Discoverable Machine Learning [pdf] by Ioannis Dasoulas, Duo Yang and Anastasia Dimou |
| 10:20 – 11:00 | Coffee Break | |
|
Session 8: Knowledge engineering and management Chair: María Poveda |
||
| 11:00 – 11:20 |
Resource 🌟 OfficeGraph: A Knowledge Graph of Office Building IoT Measurements [pdf] by Roderick van der Weerdt, Victor de Boer, Ronald Siebes, Ronnie Groenewold and Frank van Harmelen |
|
| 11:20 – 11:40 |
In-Use OntoEditor: Real-time Collaboration via Distributed Version Control for Ontology Development [pdf] by Ahmad Hemid, Waleed Shabbir, Abderrahmane Khiat, Christoph Quix, Christoph Lange and Stefan Decker |
|
| 11:40 – 12:00 |
Resource Generate and Update Large RDF Knowledge Graphs on Commodity Hardware [pdf] by Antoine Willerval, Dennis Diefenbach and Angela Bonifati |
|
| 12:00 – 12:20 |
Research Explanation of Link Predictions on Knowledge Graphs via Levelwise Filtering and Graph Summarization [pdf] by Roberto Barile, Claudia d’Amato and Nicola Fanizzi |
|
| 12:20 – 14:00 | Lunch | |
| 14:00 – 15:00 |
Keynote by Peter Clark Structured Reasoning with Language |
|
| 15:00 – 16:00 | Closing Ceremony |