A review of ontology based query expansion

被引:213
作者
Bhogal, J.
Macfarlane, A.
Smith, P.
机构
[1] Univ Cent England, Dept Comp, Birmingham B42 2SU, W Midlands, England
[2] City Univ London, Sch Informat, London EC1V 0HB, England
关键词
query expansion; context; ontologies; WordNet; relevance feedback; information retrieval;
D O I
10.1016/j.ipm.2006.09.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:866 / 886
页数:21
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