2007Journal of Lanzhou University of TechnologyRequires access

Model of information retrieval system based on ontology

Wang Li

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Abstract

Aimed at the weakness of the Keyword-based search,an ontology-based information retrieval model was presented.This model is combined the information retrieval approach with semantic web technology and,on the basis of ontology-based knowledge base,achieved some semantic query to file repositories.Meanwhile,comprehensively considering both semantic and keyword-based search,a similarity measuring algorithm was proposed,so that the system could effectively meet the requirements of information searching of users and laid a theoretical basis for the research on the semantic search.

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What this paper is about

Aimed at the weakness of the Keyword-based search,an ontology-based information retrieval model was presented.This model is combined the information retrieval approach with semantic web technology and,on the basis of ontology-based knowledge base,achieved some semantic query to file repositories.Meanwhile,comprehensively considering both semantic and keyword-based search,a similarity measuring algorithm was proposed,so that the system could effectively meet the requirements of information searching of users and laid a theoretical basis for the research on the semantic search.

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Available abstract

Aimed at the weakness of the Keyword-based search,an ontology-based information retrieval model was presented.This model is combined the information retrieval approach with semantic web technology and,on the basis of ontology-based knowledge base,achieved some semantic query to file repositories.Meanwhile,comprehensively considering both semantic and keyword-based search,a similarity measuring algorithm was proposed,so that the system could effectively meet the requirements of information searching of users and laid a theoretical basis for the research on the semantic search.

Key concepts: Information retrieval, Computer science, Ontology, Semantic search, Semantic similarity, Concept search, Explicit semantic analysis, Ontology-based data integration

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