A review of ontology based query expansion
This paper examines the meaning of context in relation to ontology based query expansion and contains a review of query expansion approaches. The various query expansion approaches include relevance feedback, corpus dependent knowledge models and corpus independent knowledge models. Case studies det...
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| Published in: | Information processing & management Vol. 43; no. 4; pp. 866 - 886 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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01-07-2007
Elsevier Science Elsevier Science Ltd |
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| Abstract | This paper examines the meaning of context in relation to ontology based query expansion and contains a review of query expansion approaches. The various query expansion approaches include relevance feedback, corpus dependent knowledge models and corpus independent knowledge models. Case studies detailing query expansion using domain-specific and domain-independent ontologies are also included. The penultimate section attempts to synthesise the information obtained from the review and provide success factors in using an ontology for query expansion. Finally the area of further research in applying context from an ontology to query expansion within a newswire domain is described. |
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| AbstractList | This paper examines the meaning of context in relation to ontology based query expansion and contains a review of query expansion approaches. The various query expansion approaches include relevance feedback, corpus dependent knowledge models and corpus independent knowledge models. Case studies detailing query expansion using domain-specific and domain-independent ontologies are also included. The penultimate section attempts to synthesise the information obtained from the review and provide success factors in using an ontology for query expansion. Finally the area of further research in applying context from an ontology to query expansion within a newswire domain is described. [PUBLICATION ABSTRACT] This paper examines the meaning of context in relation to ontology based query expansion and contains a review of query expansion approaches. The various query expansion approaches include relevance feedback, corpus dependent knowledge models and corpus independent knowledge models. Case studies detailing query expansion using domain-specific and domain-independent ontologies are also included. The penultimate section attempts to synthesise the information obtained from the review and provide success factors in using an ontology for query expansion. Finally the area of further research in applying context from an ontology to query expansion within a newswire domain is described. |
| Author | Bhogal, J. Macfarlane, A. Smith, P. |
| Author_xml | – sequence: 1 givenname: J. surname: Bhogal fullname: Bhogal, J. email: jagdev.bhogal@uce.ac.uk organization: School of Informatics, City University, Northampton Square, London EC1V 0HB, United Kingdom – sequence: 2 givenname: A. surname: Macfarlane fullname: Macfarlane, A. organization: School of Informatics, City University, Northampton Square, London EC1V 0HB, United Kingdom – sequence: 3 givenname: P. surname: Smith fullname: Smith, P. organization: School of Informatics, City University, Northampton Square, London EC1V 0HB, United Kingdom |
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| SubjectTerms | Context Exact sciences and technology Information and communication sciences Information processing and retrieval Information retrieval Information retrieval. Man machine relationship Information science. Documentation Knowledge management Ontologies Ontology Query expansion Relevance feedback Research process. Evaluation Sciences and techniques of general use Studies WordNet |
| Title | A review of ontology based query expansion |
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