Title:
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Broadening ontological horizons : constructing and recycling ecological ontologies
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An ontology provides an explicit description of the concepts and relationships within a
particular domain. They are used within computer science with the aim of enabling more
effective data integration between heterogeneous datasets. The principal goal of
ontologies, that of fully automated knowledge interoperability between computers, has
y.et to be achieved. Within ontological research, there is no standard approach for
ontology development, and one of the main aspects - reuse of existing ontologies, is
never fully described or evaluated.
At present, ontologies are the forte ofthe logician due to the complex nature ofthe formal
logic they are represented in. The increasing variety of domains using ontologies requires
the domain expert to have a central role in the ontology development process, something
that is rarely recognised within the literature.
This research explores two avenues of potential benefit to the ontology development
process: the reuse of existing ontologies; and the role ofthe domain expert. This required
two new methodologies to be established for building conceptual. ontologies, either from
first principles or through recycling components of an existing ontology. Conceptual
ontologies provide a concise and less ambiguous representation which is an intermediary
between natural language and the complex languages used for formal ontologies. These
were used throughout this research as a means of enabling the domain expert to construct
ontologies that they are able to understand and verify. A case study based on
environmental statutory bodies was used to evaluate whether these methods could
successfully be used by a domain expert to construct conceptual ontologies.
The results showed that the domain expert was fully capable of building conceptual
ontologies and can therefore be placed at the forefront of the ontology development
process. The conceptual ontologies can then be transformed into a formal representation
by an ontology engineer as required.
The recycling aspects were also evalu'ated and it was found that improved efficiency in
development will only be achieved when there is there is a good degree of
correspondence between the concepts under consideration. There are, however, less
tangi.ble benefits associated with recycling since there is more consistency between.the
new and recycled ontology, which will improve interoperability between datasets based
on these ontologies.
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