发现厄瓜多尔计算机科学领域的研究趋势:一种使用语义知识库的方法

José Segarra, José Ortiz, R. Gualán, Víctor Saquicela
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引用次数: 0

摘要

我们提出了近年来厄瓜多尔计算机科学领域的研究趋势研究。该分析是通过一种利用语义网技术和外部知识库(即DBpedia和UNESCO命名法)在文章元数据中识别研究主题的新方法进行的。该信息考虑到文件的发布日期,以便构建时间序列,并对其进行分析和解释以寻找趋势。具体而言,我们的研究重点是REDI(厄瓜多尔研究人员语义库)知识库,该知识库汇编了厄瓜多尔产生的大多数学术资产,更具体地说,是计算机科学出版物的子集。本研究发现,随着时间的推移,大多数研究主题的出版物量都呈现出稳定的增长,而语义网和电子政务研究主题最初具有很大的影响力,现在其份额略有减少,取而代之的是信息集成、机器学习和数据挖掘等新主题。
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Discovering Research Trends in the Computer Science Area of Ecuador: an approach using semantic knowledge bases
We present a study of research trends for the area of Computer Sciences in Ecuador in recent years. This analysis was performed through a new method that leverages on semantic web technologies and external knowledge bases (i.e. DBpedia and UNESCO nomenclature) for identifying research topics within articles’ metadata. This information takes into account the documents’ publication date in order to construct time series which are analyzed and interpreted looking for trends. Concretely, we focused our study on the REDI (Semantic Repository of Ecuadorian Researchers) knowledge base which compiles most of the scholarly assets produced in Ecuador and more specifically on the Computer Science subset of publications. This study found that most of the research topics have shown an steady growth in the volume of publications over time, whereas the Semantic Web and E-Government research topics had a great impact initially and now have been slightly reducing its share in favor of new topics such as Information Integration, Machine Learning and Data Mining.
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