Multimedia Interpretation for Dynamic Ontology Evolution
The recent success of distributed and dynamic infrastructures for knowledge sharing has raised the need for semiautomatic/automatic ontology evolution strategies. Ontology evolution is generally defined as the timely adaptation of an ontology to changing requirements and the consistent propagation o...
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| Veröffentlicht in: | Journal of logic and computation 2009-10, Vol.19 (5), p.859-897 |
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| container_title | Journal of logic and computation |
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| creator | Castano, Silvana Peraldi, Irma Sofia Espinosa Ferrara, Alfio Karkaletsis, Vangelis Kaya, Atila Möller, Ralf Montanelli, Stefano Petasis, Georgios Wessel, Michael |
| description | The recent success of distributed and dynamic infrastructures for knowledge sharing has raised the need for semiautomatic/automatic ontology evolution strategies. Ontology evolution is generally defined as the timely adaptation of an ontology to changing requirements and the consistent propagation of changes to dependent artifacts. In this article, we present an ontology evolution approach in the context of multimedia interpretation. Ontology evolution in this context relies on the results obtained through reasoning for the interpretation of multimedia resources, through population of the ontology with new individuals or through enrichment of the ontology with new concepts and new semantic relations. The article analyses the results of interpretation, population and enrichment obtained in evaluation experiments in terms of measures such as precision and recall. The evaluation reveals encouraging results. |
| doi_str_mv | 10.1093/logcom/exn049 |
| format | Article |
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Ontology evolution is generally defined as the timely adaptation of an ontology to changing requirements and the consistent propagation of changes to dependent artifacts. In this article, we present an ontology evolution approach in the context of multimedia interpretation. Ontology evolution in this context relies on the results obtained through reasoning for the interpretation of multimedia resources, through population of the ontology with new individuals or through enrichment of the ontology with new concepts and new semantic relations. The article analyses the results of interpretation, population and enrichment obtained in evaluation experiments in terms of measures such as precision and recall. 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| ispartof | Journal of logic and computation, 2009-10, Vol.19 (5), p.859-897 |
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| language | eng |
| recordid | cdi_proquest_miscellaneous_34994293 |
| source | Oxford University Press Journals All Titles (1996-Current) |
| subjects | description logics Multimedia Interpretation multimedia ontologies ontology dynamics ontology evolution OWL |
| title | Multimedia Interpretation for Dynamic Ontology Evolution |
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