文章基本信息

标题：Efficient Searching of Web Information using Ontology
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作者：R. Pushpa Latha ; K. T. V. Subba Rao ; M. M. Balakrishna 等
期刊名称：International Journal of Computer Science & Technology
印刷版ISSN：2229-4333
电子版ISSN：0976-8491
出版年度：2012
卷号：3
期号：2
页码：1129-1133
语种：English
出版社：Ayushmaan Technologies
摘要：Semantic search has been one of the motivations of the Semantic Web since it was envisioned. We propose a model for the exploitation of ontology based KBs to improve search over large document repositories. Our approach includes an ontology-based scheme for the semi-automatic annotation of documents, and a retrieval system. The retrieval model is based on an adaptation of the classic vector-space model, including an annotation weighting algorithm, and a ranking algorithm. Semantic search is combined with keyword-based search to achieve tolerance to KB incompleteness. Our proposal is illustrated with sample experiments showing improvements with respect to keywordbased search, and providing ground for further research and discussion.