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The OntoNL Framework for Natural Language Interface Generation and a Domain-Specific Application

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4877))

Abstract

We present in this paper the design and implementation of the OntoNL Framework, a natural language interface generator for knowledge repositories, as well as a natural language system for interactions with multimedia repositories which was built using the OntoNL Framework. The system allows the users to specify natural language requests about the multimedia content with rich semantics that result to digital content delivery. We propose and evaluate a semantic relatedness measure for OWL domain ontologies that concludes to the semantic ranking of ontological, grammatically-related structures. This procedure is used to disambiguate in a particular domain of context and represent in an ontology query language, natural language expressions. The ontology query language that we use is the SPARQL. The construction of the queries is automated and also dependent on the semantic relatedness measurement of ontology concepts. We also present the results of experimentation with the system.

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References

  1. Karanastasi, A., Christodoulakis, S.: Ontology-Driven Semantic Ranking for Natural Language Disambiguation in the OntoNL Framework. In: ESWC 2007. LNCS, vol. 4519, pp. 443–457. Springer, Heidelberg (2007)

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Costantino Thanos Francesca Borri Leonardo Candela

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© 2007 Springer-Verlag Berlin Heidelberg

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Karanastasi, A., Zotos, A., Christodoulakis, S. (2007). The OntoNL Framework for Natural Language Interface Generation and a Domain-Specific Application. In: Thanos, C., Borri, F., Candela, L. (eds) Digital Libraries: Research and Development. DELOS 2007. Lecture Notes in Computer Science, vol 4877. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77088-6_22

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  • DOI: https://doi.org/10.1007/978-3-540-77088-6_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-77087-9

  • Online ISBN: 978-3-540-77088-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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