DagRep.14.2.1.pdf
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Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061)
Authors and all authors of the abstracts in this report
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Part of:
Issue:
Dagstuhl Reports, Volume 14, Issue 2
Volume: Dagstuhl Reports, Volume 14
Journal: Dagstuhl Reports (DagRep) - License:
Creative Commons Attribution 4.0 International license
- Publication Date: 2024-07-30
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David Chaves-Fraga, Oscar Corcho, Anastasia Dimou, Maria-Esther Vidal, Ana Iglesias-Molina, and Dylan Van Assche. Are Knowledge Graphs Ready for the Real World? Challenges and Perspective (Dagstuhl Seminar 24061). In Dagstuhl Reports, Volume 14, Issue 2, pp. 1-70, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
https://doi.org/10.4230/DagRep.14.2.1
https://doi.org/10.4230/DagRep.14.2.1
Abstract
This report documents the program and results of the Dagstuhl Seminar 24061 "Are Knowledge Graphs Ready for the Real World? Challenges and Perspectives". The seminar focused on gaining a better understanding of the open challenges required for the development of Knowledge Graph ecosystems. The seminar focused on four different topics: access control and privacy in decentralized knowledge graphs, knowledge graph construction lifecycle, software methods for improving KG implementation, and a new wave of knowledge engineers and their expected skills. By focusing on these relevant research topics, the seminar aimed to reflect on KGs from a more fundamental computer science perspective. It brought together interdisciplinary researchers from academia and industry to discuss foundations, concepts, and implementations that will pave the way for the next generation of KGs ready for real-world use.
Subject Classification
ACM Subject Classification
- Information systems → Resource Description Framework (RDF)
- Information systems → Data exchange
- Information systems → Graph-based database models
- Information systems
- Information systems → Data model extensions
- Information systems → Query languages
- Information systems → Data structures
- Information systems → Information integration
- Information systems → Semantic web description languages
- Information systems → Web applications
- Social and professional topics → Computing education
- Security and privacy → Security services
- Theory of computation → Semantics and reasoning
- Information systems → Information retrieval
Keywords
- access control and privacy
- federated query processing
- intelligent knowledge graph management
- programming paradigms for knowledge graphs
- semantic data integration
Metrics
- Access Statistics
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Total Accesses (updated on a weekly basis)
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