26 citations · 40 across the 6 of their papers we have counts for
6 papers
Ontology Development is Consensus Creation, Not (Merely) Representation
Fabian Neuhaus, Janna Hastings
Ontology development methodologies emphasise knowledge gathering from domain experts and documentary resources, and knowledge representation using an ontology language such as OWL…
When one Logic is Not Enough: Integrating First-order Annotations in OWL Ontologies
Simon Flügel, Martin Glauer, Fabian Neuhaus +1
In ontology development, there is a gap between domain ontologies which mostly use the web ontology language, OWL, and foundational ontologies written in first-order logic, FOL. To…
ESC-Rules: Explainable, Semantically Constrained Rule Sets
Martin Glauer, Robert West, Susan Michie +1
We describe a novel approach to explainable prediction of a continuous variable based on learning fuzzy weighted rules. Our model trains a set of weighted rules to maximise predict…
Automated and Explainable Ontology Extension Based on Deep Learning: A Case Study in the Chemical Domain
Adel Memariani, Martin Glauer, Fabian Neuhaus +2
Reference ontologies provide a shared vocabulary and knowledge resource for their domain. Manual construction enables them to maintain a high quality, allowing them to be widely ac…
The Literary Theme Ontology for Media Annotation and Information Retrieval
Paul Sheridan, Mikael Onsjö, Janna Hastings
Literary theme identification and interpretation is a focal point of literary studies scholarship. Classical forms of literary scholarship, such as close reading, have flourished w…
What's in an `is about' link? Chemical diagrams and the Information Artifact Ontology
Janna Hastings, Colin Batchelor, Fabian Neuhaus +1
The Information Artifact Ontology is an ontology in the domain of information entities. Core to the definition of what it is to be an information entity is the claim that an inform…