10 papers
Characterising LLM-Generated Competency Questions: a Cross-Domain Empirical Study using Open and Closed Models
Reham Alharbi, Valentina Tamma, Terry R. Payne +1
Competency Questions (CQs) are a cornerstone of requirement elicitation in ontology engineering. CQs represent requirements as a set of natural language questions that an ontology…
Competency Questions as Executable Plans: a Controlled RAG Architecture for Cultural Heritage Storytelling
Naga Sowjanya Barla, Jacopo de Berardinis
The preservation of intangible cultural heritage is a critical challenge as collective memory fades over time. While Large Language Models (LLMs) offer a promising avenue for gener…
The AnIML Ontology: Enabling Semantic Interoperability for Large-Scale Experimental Data in Interconnected Scientific Labs
Wilf Morlidge, Elliott Watkiss-Leek, George Hannah +7
Achieving semantic interoperability across heterogeneous experimental data systems remains a major barrier to data-driven scientific discovery. The Analytical Information Markup La…
IDEA2: Expert-in-the-loop competency question elicitation for collaborative ontology engineering
Elliott Watkiss-Leek, Reham Alharbi, Harry Rostron +6
Competency question (CQ) elicitation represents a critical but resource-intensive bottleneck in ontology engineering. This foundational phase is often hampered by the communication…
A Comparative Study of Competency Question Elicitation Methods from Ontology Requirements
Reham Alharbi, Valentina Tamma, Terry R. Payne +1
Competency Questions (CQs) are pivotal in knowledge engineering, guiding the design, validation, and testing of ontologies. A number of diverse formulation approaches have been pro…
RELRaE: LLM-Based Relationship Extraction, Labelling, Refinement, and Evaluation
George Hannah, Jacopo de Berardinis, Terry R. Payne +7
A large volume of XML data is produced in experiments carried out by robots in laboratories. In order to support the interoperability of data between labs, there is a motivation to…