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20232026
most citedAn Experiment in Retrofitting Competency Questions for Existing Ontologies

17 citations · 17 across the 5 of their papers we have counts for

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cs.AI2026

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…

cs.AI2026

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…

cs.AI2026

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…

cs.AI2025

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…

cs.AI2023★ 17 cited

An Experiment in Retrofitting Competency Questions for Existing Ontologies

Reham Alharbi, Valentina Tamma, Floriana Grasso +1

Competency Questions (CQs) are a form of ontology functional requirements expressed as natural language questions. Inspecting CQs together with the axioms in an ontology provides c…