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Developing Engineering Ontology for Information Retrieval

机译:开发用于信息检索的工程本体

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When engineering content is created and applied during the product life cycle, it is often stored and forgotten. Since search remains word based, engineers do not have the effective means to harness and reuse past designs and experiences. Current information retrieval approaches based on statistical methods and keyword matching do not satisfy users' needs in the engineering domain. Therefore, we propose a new computational framework that includes an ontological basis and algorithms to retrieve unstructured engineering documents while handling complex queries. The results from the preliminary test demonstrate that our method outperforms the traditional keyword-based search with respect to the standard information retrieval measurement.
机译:在产品生命周期中创建并应用工程内容时,通常会对其进行存储和忘记。由于搜索仍然基于单词,因此工程师没有有效的手段来利用和重用过去的设计和经验。当前基于统计方法和关键字匹配的信息检索方法不能满足工程领域用户的需求。因此,我们提出了一个新的计算框架,该框架包括本体论基础和在处理复杂查询时检索非结构化工程文档的算法。初步测试的结果表明,相对于标准的信息检索度量,我们的方法优于传统的基于关键字的搜索。

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