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Research on Ontology-based Personalized Information Retrieval

Xiaohua Yang

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Abstract

Analyzing the problem that the traditional information retrieval system has some weak point, we put forward a ontology-based personalized information retrieval system design ideas and system model, and described the components of the model, introduced how to realize information retrieval with domain knowledge of ontology and user ontology profile. Finally, performance evaluation of the model shows the great improvement of the ratio of recall and precision as expected.

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What this paper is about

Analyzing the problem that the traditional information retrieval system has some weak point, we put forward a ontology-based personalized information retrieval system design ideas and system model, and described the components of the model, introduced how to realize information retrieval with domain knowledge of ontology and user ontology profile. Finally, performance evaluation of the model shows the great improvement of the ratio of recall and precision as expected.

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Available abstract

Analyzing the problem that the traditional information retrieval system has some weak point, we put forward a ontology-based personalized information retrieval system design ideas and system model, and described the components of the model, introduced how to realize information retrieval with domain knowledge of ontology and user ontology profile. Finally, performance evaluation of the model shows the great improvement of the ratio of recall and precision as expected.

Key concepts: Computer science, Ontology, Information retrieval, Precision and recall, Point (geometry), Domain (mathematical analysis), Ontology-based data integration, Semantic Web

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