Exploiting network analysis to investigate topic dynamics in the digital library evaluation domain

Leonidas Papachristopoulos, Michalis Sfakakis, Nikos Kleidis, G. Tsakonas, C. Papatheodorou
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引用次数: 1

Abstract

The multidimensional nature of digital libraries evaluation domain and the amount of scientific production published on the field hinders and disorientates the interested researchers who contemplate to focus on the specific domain. These communities need guidance in order to exploit the considerable amount of data and the diversity of methods effectively as well as to identify new research goals and develop their plans for future works. This poster investigates the core topics of the digital library evaluation field and their impact by applying topic modeling and network analysis on a corpus of the JCDL, ECDL/TDPL and ICADL conferences proceedings in the period 2001-2013.
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利用网络分析研究数字图书馆评价领域的主题动态
数字图书馆评估领域的多维性和在该领域发表的科学成果的数量阻碍和迷惑了那些想要专注于特定领域的感兴趣的研究人员。这些社区需要指导,以便有效地利用大量数据和方法的多样性,以及确定新的研究目标和制定未来工作的计划。这张海报通过对2001-2013年期间JCDL、ECDL/TDPL和ICADL会议论文集的主题建模和网络分析,探讨了数字图书馆评估领域的核心主题及其影响。
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