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Domain ontology usage analysis framework

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Open access
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2011
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Conference Paper

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Abstract

The Semantic Web (also known as Web of Data) is growing fast and becoming a decentralized knowledge platform for publishing and sharing information. The web ontologies promote the establishment of a shared understanding between data providers and data consumers, allowing for automated information processing and effective and efficient information retrieval. The majority of existing research efforts is focused around ontology engineering, ontology evaluation and ontology evolution. This work goes a step further and evaluates theontology usage. In this paper, we present an Ontology Usage Analysis Framework (OUSAF) and a set of metrics used to measure the ontology usage. The implementation of the proposed framework is illustrated using the example of GoodRelations ontology (GRO). GRO has been well adopted by the semantic ecommerce community, and the OUSAF approach has been used to analyse GRO usage in the dataset comprised of RDF data collected from the web.

Citation
Ashraf, Jamshaid and Hadzic, Maja. 2011. Domain ontology usage analysis framework, in 7th International Conference on Semantics Knowledge and Grid (SKG), Oct 24-26 2011. Beijing, China: IEEE.
Source Title
Proceedings of the international conference on semantics, knowledge and grids (SKG 2011)
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Digital Ecosystems and Business Intelligence Institute (DEBII)
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