Full Description
This two volume set constitutes the refereed proceedings of the International Conference, ESWC 2024 Satellite Events, held in Hersonissos, Crete, Greece during May 26-30, 2024.
The 67 papers presented were carefully reviewed and selected from 128 submissions. This year conference aimed at acknowledging recent developments in AI with a special tagline, "Fabrics of Knowledge: Knowledge Graphs and Generative AI". To reflect this year's special topic, the satellite events of ESWC 2024 featured a Special Track on Large Language Models for Knowledge Engineering, in addition to the poster and demo session, the PhD symposium, the industry track, project networking, and workshops and tutorials.
Contents
.- Special Track on Large Language Models for Knowledge Engineering.
.- The Role of Generative AI in Competency Question Retrofitting.
.- Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models.
.- LLMs4OM: Matching Ontologies with Large Language Models.
.- NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning.
.- Assessing the Evolution of LLM capabilities for Knowledge Graph Engineering in 2023.
.- Column Property Annotation using Large Language Models.
.- Can LLMs Generate Competency Questions?.
.- 12 shades of RDF: Impact of Syntaxes on Data Extraction with Language Models.
.- Validating Semantic Artifacts With Large Language Models.
.- OntoChat: a Framework for Conversational Ontology Engineering using Language Models.
.- Industry.
.- Dataset Management Powered by Semantic Web Technologies.
.- Optimizing Aerospace Product Maintenance: A Novel Multi-Modal Knowledge Graph and LLM Approach for Enhanced Decision Support.
.- LLM-based Guided Generation of Ontology Term Definitions.
.- Towards Solid-based B2B Data Value Chains.
.- Rapid Graph Generation from Job Descriptions: combining Taxonomies and LLMs.
.- FAIR Internet of Things Data: Enabling Process Optimization at Munich Airport.
.- Product Information Management Systems Powered by Knowledge Graphs.
.- Posters & Demos.
.- ArtSampo - Finnish Art on the Semantic Web.
.- Towards Semantic Annotation for Scientific Datasets.
.- A Framework for Question Answering on Knowledge Graphs Using Large Language Models.
.- KinGVisher - Knowledge Graph Visualizer.
.- Gotta Catch'em All: From Data Silos to a Knowledge Graph.
.- The Helmholtz Knowledge Graph: driving the Transition towards a FAIR Data Ecosystem in the Helmholtz Association.
.- Data Search and Discovery in RDF Sources.
.- MLSeascape: Search over Machine Learning Metadata Empowered by Knowledge Graphs.
.- SCOOP-UI: SHACL Shape Extraction in Just a Click.
.- Converter: Enhancing Interoperability in Research Data Management.
.- RDFminer: an Interactive Tool for the Evolutionary Discovery of SHACL Shapes.
.- MusicBO, an application of Text2AMR2FRED to the Musical Heritage
domain.
.- RDF2vec Embeddings for Updateable Knowledge Graphs - Reuse, don't Retrain!.
.- Critical Path Identification in Supply Chain Knowledge Graphs with Large Language Models.
.- Observations on Bloom Filters for Traversal-Based Query Execution over Solid Pods.
.- Datatypes for Lists and Maps in RDF Literals.
.- OAEI Machine Learning Dataset for Online Model Generation.
.- Searching and analyzing cross-border multilingual legislation on the Semantic Web.
.- CLARA search engine: Linking Licensed Educational Resources.
.- A Method and a Library for Visual Data Schemas.
.- Ontogenia: Ontology Generation with Metacognitive Prompting in Large Language Models.
.- Optimizing Class Subsumption through Controlled Dynamics of n-Balls in Vector Space.
.- KGSnap!: query Knowledge Graphs by Snap!.
.- KGHeartBeat: a Knowledge Graph Quality Assessment Tool.
.- CLASS MATE: Cross-Lingual Semantic Search for Material Science driven by Knowledge Graphs.
.- When Ontologies met Knowledge Graphs: Tale of a Methodology.
.- From Liberating to Questioning Tabular Data in Documents Using Knowledge Graphs.
.- Searching and Analyzing Coin Finds with Linked Data Based Web Application.
.- PySPARQL Anything Showcase.
.- Integrating Action Robot Ontology for Enhanced Human-Robot Interaction: A NAO Robot Case Study.
.- Semantic Tool Hub: Towards A Sustainable Community-Driven Documentation of Semantic Web Tools.
.- German Tourism Knowledge Graph.
.- Finding Root Causes for Outliers in Semantically Annotated Sensor Data.
.- RMLdoc: Documenting Mapping Rules for Knowledge Graph Construction.
.- Granular Access to Policy-Governed Linked Data via Partial Server-Side Query.
.- Taking Control of Your Health Data: A Solid-based Mobile App for Wearable Data Collection and RDF Visualization.
.- Compatibility Challenges of the Current State-of-the-Art Provenance Tools.
