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It is argued that the fact that the subjects have ultimate authority over the interpretation of XML documents renders the documents hermeneutically unstable – an instability that even the inclusion of a comment specifying a principle for handling known and unknown information shifts rather than definitively resolves.

Authors’ responses to the feedback of the reviewers Paper: From Manual to LLM-assisted: A Mapping Review on Ontology Construction Methods

The goal of this work is to put into context recent updates in ontology engineering and present the necessary additional information targeted to reuse by providing an updated overview and proposing a two-tier categorisation, believed to be the first review to offer such an intra-category classification.

Providing OntoObject-Z with Meta-schemas to Structure Specifications of Large Ontologies: A Case Study with Local Area Networks

This paper uses an approach to conceptualize the various constructs of OntoObject-Z in RDF, a fundamental component of the web ontology language (OWL), and implements the resulting ontology in a human readable syntax of the resource description framework (RDF).

Ontology for Meaning-Driven AI: Grounding, Interpretability, and Trust

This panel brings together researchers and practitioners to examine how ontology practices are evolving, focusing on design strategies, human–AI collaboration, validation, and the role of ontologies in supporting reliable, interpretable, and reusable knowledge in an AI-driven environment.

Constraining ontology mappings using metaphysical choices

The foundations behind a novel methodology for the validation of semantic mappings between different data sources based upon different foundation ontologies are discussed and how these principles can be operationalized through SPARQL queries validating the results of a mapping pipeline is showcased.

Structuring Knowledge Paths Through Semantic Entities: The Cultural Thematic Path Ontology