On Thursday, Ameneh and Ritten presented at ICTOpen. Ameneh presented her poster, “AKGAM: Public Dataset of Annotations and Knowledge Graph for Aircraft Maintenance,” at the Ontologies and Knowledge Graphs track of ICT-Open 2026. This work tackles the limitation of publicly available, domain-specific knowledge graphs and annotated corpora, with the aim of improving reproducibility and supporting further research. The released resources enable a range of applications. The annotated dataset supports research and evaluation tasks, such as serving as ground truth for entity extraction models. The knowledge graph itself facilitates downstream applications such as link prediction, entity summarization, question answering, etc. The methodology and pipeline used to construct these resources are designed to be domain-agnostic. Key components such as ontology design, competency question formulation, the annotation pipeline, entity linking, and provenance tracking can be reused across different domains.

Ritten exposed his work on the TIDO ontology at the Ontologies and Knowledge Graphs track. He showed how context is crucial when interpreting information within the Threat Intelligence domain, and how the TIDO ontology is able to either support or satisfy the majority of the information requested by domain experts during a representative case analysis.