Conceptual querying through ontologies

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Abstract

We present here ail approach to conceptual querying where the aim is, given a collection of textual database objects or documents, to target an abstraction of the entire database content in terms of the concepts appearing in documents, rather than the documents in the collection. The approach is motivated by an obvious need for users to survey huge volumes of objects in query answers. An ontology formalism and a special notion of-instantiated ontology" are introduced. The latter is a structure reflecting the content in the document collection in that; it is a restriction of a general world knowledge ontology to the concepts instantiated in the collection. The notion of ontology-based similarity is briefly described, language constructs for direct navigation and retrieval of concepts in the ontology are discussed and approaches to conceptual summarization are presented.
Original languageEnglish
JournalFuzzy Sets and Systems
Issue number15
Pages (from-to)2159-2172
ISSN0165-0114
DOIs
Publication statusPublished - 2009
EventConceptual querying through ontologies -
Duration: 11 Aug 2010 → …

Conference

ConferenceConceptual querying through ontologies
Period11/08/2010 → …

Keywords

  • Knowledge retrieval
  • Conceptual querying
  • Ontology
  • Clustering
  • Conceptual summarization

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