Ontology management and selection in re-use scenarios ...

One of the main impediments to realising the Semantic Web vision is that most scientific data, even those data deployed on the web, are not generally expressed or encoded in an unambiguously defined, machine-interpretable manner. This is particularly the case for Antarctic-themed data. Ontologies th...

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Bibliographic Details
Main Author: Finney, KT
Format: Thesis
Language:unknown
Published: University Of Tasmania 2023
Subjects:
Online Access:https://dx.doi.org/10.25959/23207348
https://figshare.utas.edu.au/articles/thesis/Ontology_management_and_selection_in_re-use_scenarios/23207348
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Summary:One of the main impediments to realising the Semantic Web vision is that most scientific data, even those data deployed on the web, are not generally expressed or encoded in an unambiguously defined, machine-interpretable manner. This is particularly the case for Antarctic-themed data. Ontologies that are linked to datasets via semantic annotation are required to achieve semantic-enablement of scientific data infrastructure. In scientific communities that adhere to the Open Geospatial Consortium Service-Oriented-Architecture (Web services) paradigm, Feature Catalogues are the repositories intended to manage and publish descriptions of dataset concepts. This thesis explores how Feature Catalogues can be ontologically-grounded to facilitate semantic annotation and in doing so addresses the lack of guidance in current standards about how to configure an ontologically grounded Feature Catalogue and how best to access the resources it contains for the semantic annotation of Web services. Also investigated is how ...