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Information Retrieval Support for Ontology Construction and Use

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The Semantic Web – ISWC 2004 (ISWC 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3298))

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Abstract

Information retrieval can contribute towards the construction of ontologies and the effective usage of ontologies. We use collocation-based keyword extraction to suggest new concepts, and study the generation of hyperlinks to automate the population of ontologies with instances. We evaluate our methods within the setting of digital library project, using information retrieval evaluation methodology. Within the same setting we study retrieval methods that complement the navigational support offered by the semantic relations in most ontologies to help users explore the ontology.

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van Hage, W.R., de Rijke, M., Marx, M. (2004). Information Retrieval Support for Ontology Construction and Use. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds) The Semantic Web – ISWC 2004. ISWC 2004. Lecture Notes in Computer Science, vol 3298. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30475-3_36

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  • DOI: https://doi.org/10.1007/978-3-540-30475-3_36

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23798-3

  • Online ISBN: 978-3-540-30475-3

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