Ensuring accuracy and traceability is essential in regulatory affairs, where mistakes can have serious consequences. This article introduces symbolic AI and ontologies as a structured, explainable alternative to generative models such as ChatGPT.
QUARE is an open-source, ontology-based software to evaluate the quality of git repositories associated with scientific publications. It represents all metrics in an RDF knowledge graph and uses SHACL validation to measure repository quality.
DEBBIE is an open-access biomaterials research database, generated through automated curation from scientific literature. This article provides an overview of its software components, with a special focus on the role of ontology.
AWS graph explorer is a new open-source graph visualization tool for both Property Graphs and RDF triples. It is straightforward to deploy and connect to data sources through SPARQL. The user interface is intuitive and customizable.
