The Semantic Web: ESWC 2024 Satellite Events

Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I
Herausgegeben:Meroño Peñuela, Albert; Corcho, Oscar; Groth, Paul; Simperl, Elena; Tamma, Valentina; Nuzzolese, Andrea Giovanni; Poveda-Villalón, Maria; Sabou, Marta; Presutti, Valentina; Celino, Irene; R

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Lecture Notes in Computer Science 15344
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-78951-9
• Seitenzahl: 380
• Erscheinungstermin: 28. Januar 2025
• Englisch
• Abmessung: 235mm x 155mm x 21mm
• Gewicht: 575g
• ISBN-13: 9783031789519
• ISBN-10: 3031789512
• Artikelnr.: 71975252

Inhaltsangabe

.- 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.