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Selection of Core Technologies from Scientific Document

机译:从科学文献中选择核心技术

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Extraction and management of technical terminologies become an important process in the business intelligence. To do this, historic methods have a focus on calculating weight values and selecting top n terminologies according to the values for the cores that represent given scientific documents. These terminologies selected through those methods can be used as important clues for business intelligence services such as technology trend analysis, potential market discover, and so on however the terminologies extracted from the documents do not mean the technologies of the organizations publishing the documents. Therefore, our research is based on a fundamental that there are only a few technologies an organization participates in directly even though a scientific document of the organization contains various technical terminologies. In this paper, to enhance the quality of business intelligence services, we propose a method to select core technologies of an organization and utilize semantic networks of technical terminologies of a given scientific document and we suggest its possibility through simple experimental evaluation.
机译:技术术语的提取和管理成为商业智能中的重要过程。为此,历史性方法着重于计算权重值并根据代表给定科学文献的核的值选择前n个术语。通过这些方法选择的这些术语可以用作商业智能服务的重要线索,例如技术趋势分析,潜在的市场发现等,但是从文档中提取的术语并不表示组织发布文档的技术。因此,我们的研究基于这样一个基础,即即使组织的科学文件包含各种技术术语,组织也只能直接参与几种技术。在本文中,为了提高商业智能服务的质量,我们提出了一种选择组织核心技术并利用给定科学文档的技术术语语义网络的方法,并通过简单的实验评估来提出其可能性。

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