基于引文网络分析的可持续性科学与技术的联系

K. Fujita
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引用次数: 7

摘要

可持续发展科学作为一个重要的研究领域已被世界各国广泛接受。然而,可持续性科学广泛应用于环境科学与工程、建筑、材料科学、土木工程等诸多研究领域,因此,发现可持续性科学与其他技术之间隐藏的联系是很重要的。与此同时,随着对可持续社会的决心日益坚定,必须有工具来支持发现各种技术之间的联系。本文以引文网络分析为基础,探讨了可持续科学与复杂网络的关系。首先,基于学术论文数据集生成引文网络,并对可持续性科学等技术的研究领域进行聚类理解;接下来,我们测量了可持续性科学和复杂网络中集群之间的文本相似性。在此基础上,通过对共享术语的分析,找到了连接复杂网络与可持续科学的中间层研究领域。这些结果可以概述复杂网络对可持续发展科学的贡献,并有助于制定政策,促进关键技术朝着可持续社会的未来发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Finding linkage between sustainability science and technologies based on citation network analysis
Sustainability Science has been widely accepted as an important research field all over the world. However, Sustainability Science is widespread to many research field such as Environment Science and Engineering, Architecture, Material Sciences, Civil Engineering, etc., therefore, it is important to discover hidden connections between sustainability science and other technologies. At the same time, with increasingly strong determination towards sustainable society, the tools for supporting discovering the linkage between technologies are necessary. This paper investigates the relationships between Sustainability Science and Complex Networks based on the citation network analysis. First, citation networks are generated based on academic paper datasets, and conducted the clustering for understanding the research fields to the Sustainability Science and other technologies. Next, we measure the textual similarities between clusters in Sustainability Science and Complex Networks. After that, we find the middle layer research area for connecting Complex Networks and Sustainability Science using analysis of the shared terms. These results could offer overviews of how Complex Networks contributes to the sustainability science, and assist in forming policies to promote key technologies towards the future of sustainable society.
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