2 items tagged with 'Knowledge Graph'.
Expertise: Data Management, Database Development, Semantic Web, Ontology, Knowledge Graph
Abstract (Expand)
Description
The Workflowhub Knowledge Graph has been improved and its generation made more robust.
When this work was last reported, a complete knowledge graph had been generated but several criticisms …icisms were made. The previous graph was:
- Verbose and hard for a human to read or navigate
- Had unresolvable URIs as root data entities
- Contained many duplicate entries
- Contained sparse metadata from only a single source
Work has successfully been undertaken to address all of these points. The graph now uses partially resolvable, more human readable, URIs for root data entities. Steps have been added to the generation software to add metadata from additional sources (enrichment) and to remove duplicate entries (consolidation).
Several areas of the codebase have been refactored and improved, to help ensure repeatability and longevity.
The new knowledge graph still has areas that could be improved. Partially resolvable URIs should be migrated to fully resolvable alternatives. Further enrichment processes should be added which affords greater de-duplication.
Authors: Eli Chadwick, Oliver Woolland, Volodymyr Savchenko, Finn Bacall, Alexander Hambley, José María Fernández González, Armin Dadras, Stian Soiland-Reyes
Date Published: 1st Aug 2025
Publication Type: Tech report
Citation:
Created: 3rd Oct 2025 at 15:26, Last updated: 3rd Oct 2025 at 15:30