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The New Version of Government Research Bulletin (GRB) Website Applying Visualization and Text-mining Tools

机译:新版政府研究公告(GRB)网站应用可视化和文本挖掘工具

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Government Research Bulletin (GRB) (www.grb.gov.tw) is the official platform to provide up-to-date information regarding the government funded research projects in Taiwan. Since GRB was launched in 1997, it has been operated as a data warehouse to collect and store research information from research institutes. To increase the discoverability and accessibility of the research information in GRB, the website services of GRB have been improved recently by applying visualization tools and text-mining tools. The new GRB provides multi-dimensional search engine for users to search for research projects, researchers and institutes. Users can explore the search results through not only the related record list, but also the word cloud graphs derived from text-mining results of those related contents. Word cloud graphs can help users to form concepts in mind about what researches have been done recently. The new GRB also applies an API provided by Lucene to calculate the similarity between every two projects, and to provide the list of similar projects ranking by their similarity to the main project interested by users. Users can also easily find a group of researchers working on similar topics and their cooperation network graphs by typing in a researcher’s name or just a keyword in the researcher search engine. Furthermore, to help users locate the institutes which are conducting projects on a specific topic, geographic visualization tool is applied to display the location of those institutions. Besides the improvement of search engine, a data-oriented charting tool called Highcharts is also applied to display the real-time calculated results of the data collected by GRB. Users can interact with the charts online to explore the number of projects and the amount of research budgets that government has already input every year since 1993. To further serve users interested in some specific hot topics (such as biotech medicine, green energy, and artificial intelligent), the new GRB also provides analysis reports and value-added analyses using GRB data to reveal the research trends about those hot topics. Now GRB are still evolving for providing better research information services.
机译:政府研究公告(GRB)(www.grb.gov.tw)是提供有关台湾政府资助的研究项目的最新信息的官方平台。由于GRB于1997年启动,因此它被运作为数据仓库,以收集和存储研究机构的研究信息。为了提高GRB中的研究信息的可发现性和可访问性,通过应用可视化工具和文本挖掘工具,GRB的网站服务已经改进。新GRB为用户提供多维搜索引擎,以搜索研究项目,研究人员和机构。用户不仅可以通过相关的记录列表来探索搜索结果,还可以浏览搜索结果,而且还可以从这些相关内容的文本挖掘结果中派生的单词云图。 Word Cloud图可以帮助用户了解最近已经完成了研究的概念。新GRB还应用Lucen提供的API来计算每两个项目之间的相似性,并提供与用户相似性排名的类似项目列表。用户还可以通过在研究人员的姓名或研究员搜索引擎中输入关键字来轻松找到一组研究类似主题及其合作网络图表的研究人员。此外,为了帮助用户找到在特定主题上进行项目的研究所,应用地理可视化工具来显示这些机构的位置。除了搜索引擎的改进之外,还应用了一种名为HIGHCHART的数据图表工具,以显示由GRB收集的数据的实时计算结果。用户可以在线与图表进行互动,探讨自1993年以来每年在每年投入的项目数量和研究预算的数量。进一步为对某些特定热门话题(如生物技术,绿色能源和人工)的用户提供感兴趣的用户智能化),新GRB还提供了使用GRB数据的分析报告和增值分析,以揭示这些热门话题的研究趋势。现在GRB仍然不断发展,以提供更好的研究信息服务。

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