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Study of Methods for Element Data Service for Electronic Documents Related to National R&D Projects

机译：关于国家研发项目相关的电子文件元素数据服务方法的研究

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摘要

Major countries are supporting new knowledge creation and innovative activities by opening data so that the research results carried out by government budgets can serve as public goods. The Republic of Korea has also made research and development (R&D) reports and papers available in electronic file format, which is the result of national R&D programs for the general public. However, the extraction of meaningful information among unstructured data in text format has not satisfied researchers' expectations. In order to evolve into a customized service reflecting the opinions of researchers, we investigated the demand for necessary contents and services at the planning stage of R&D projects. This study attempts to propose a method to offer significant information which shows a bigger unit than objects based on trend information with extraction and processing demands focusing on R&D reports based on the results of questionnaire survey and interviews with researchers. This study aims to provide the integration service, tentatively named 'element data service', of key sentences and table/figure images with a high demand for the utilization of researchers. The main procedure of the proposed method consists of the subject classification of the R&D report, the extraction of table/figure image, and the extraction of main sentence. We used public reports of the same classification published from 2012 to 2016 for the experiment and utilized the extractive summarization method for the copyright protection of report original text. After realizing the simple prototype, we examined the service possibility through the researcher target reviews.
机译：主要国家通过开设数据支持新知识创造和创新活动，以便通过政府预算开展的研究结果可以作为公共物品。大韩民国还制定了研究和开发（研发）报告和文件以电子文件格式提供的文件，这是普通公众国家研发计划的结果。但是，以文本格式提取非结构化数据之间的有意义信息并未满足研究人员的期望。为了进入反映研究人员意见的定制服务，我们调查了研发项目规划阶段的必要内容和服务的需求。本研究试图提出一种提供重要信息，该方法提供了比基于提取和处理需求的趋势信息，这些信息显示出更大的单位，这些信息与提取和处理需要关注研发报告，根据调查问卷调查和研究人员访谈。本研究旨在提供集成服务，暂定命名为“元素数据服务”，其关键句子和表/图图像具有很高的利用研究人员的需求。该方法的主要程序包括研发报告的主题分类，表/图图像的提取以及主要句子的提取。我们在2012年至2016年发布了同一分类的公开报告，用于实验，并利用了报告原文版权保护的提取摘要方法。在实现简单的原型后，我们通过研究人员审查进行了服务的服务。

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