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Design and implementation of domain ontology-based oilfield non-metallic pipe information retrieval system

机译:基于领域本体的油田非金属管信息检索系统的设计与实现

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In order to solve the problems of poor retrieval performance and low retrieval quality in traditional retrieval method, a non-metallic pipe retrieval system based on ontology was designed. Firstly, the theory of ontology and information retrieval technology were introduced, and then an ontology model that can describe different information of oilfield non-metallic pipe was built. The ontology files in the type of html were described by OWL language. After that, they were saved in My SQL database based on Jena. Secondly introduced the retrieval algorithm and retrieval process of the system, realized the semantic analysis of query condition, expanded query and other functions. At last, the domain ontology-based oilfield non-metallic pipe information retrieval system was designed. Compared with the traditional retrieval method, the domain ontology-based non-metallic pipe information retrieval system can significantly improve the recall and precision rate. It has great advantage and potential in the field of intelligent information retrieval.
机译:为了解决传统检索方法的检索性能差和低检索质量问题,设计了基于本体的非金属管检索系统。首先,介绍了本体和信息检索技术的理论,然后建立了可以描述油田非金属管道不同信息的本体模型。 HTML类型中的本体文件由OWL语言描述。之后,它们在基于Jena的SQL数据库中保存。其次介绍了检索算法和系统的检索过程,实现了查询条件的语义分析,扩展查询等功能。最后,设计了域本体的油田非金属管信息检索系统。与传统的检索方法相比,基于域本体论的非金属管道信息检索系统可以显着提高召回和精密速率。它在智能信息检索领域具有很大的优势和潜力。

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