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DEVELOPING ONTOLOGIES FOR ENGINEERING INFORMATION RETRIEVAL

机译:开发用于工程信息检索的本体

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摘要

When engineering content is created and applied during the product lifecycle, it is often stored and forgotten. Since search remains text-based, engineers do not have the means to harness and reuse past designs and experiences. On the other hand, current information retrieval approaches based on statistical methods and keyword matching are not directly applicable to the engineering domain. 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,常常会存储和遗忘它们。由于搜索仍然基于文本,因此工程师无法利用和重用过去的设计和经验。另一方面,基于统计方法和关键字匹配的当前信息检索方法不能直接应用于工程领域。我们提出了一个新的计算框架,其中包括本体基础和算法,以在处理复杂查询时检索非结构化工程文档。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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