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Knowledge mapping of the Iranian nanoscience and technology: a text mining approach

机译:伊朗纳米科学技术的知识图谱:一种文本挖掘方法

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摘要

Nanoscience and technology (NST) is a relatively new interdisciplinary scientific domain, and scholars from a broad range of different disciplines are contributing to it. However, there is an ambiguity in its structure and in the extent of multidisciplinary scientific collaboration of NST. This paper investigates the multidisciplinary patterns of Iranian research in NST based on a selection of 1,120 ISI—indexed articles published during 1974–2007. Using text mining techniques, 96 terms were identified as the main terms of the Iranian publications in NST. Then the scientific structure of the Iranian NST was mapped through multidimensional scaling, based upon the co-occurrence of the main terms in the academic publications. The results showed that the NST domain in Iranian publications has a multidisciplinary structure which is composed of different fields, such as pure physics, analytical chemistry, chemistry physics, material science and engineering, polymer science, biochemistry and new emerging topics.
机译:纳米科学与技术(NST)是一个相对较新的跨学科科学领域,许多不同学科的学者正在为此做出贡献。但是,在NST的结构和跨学科的科学合作范围上存在歧义。本文根据1974年至2007年期间发布的1,120篇ISI索引文章,对伊朗在NST中研究的多学科模式进行了研究。使用文本挖掘技术,将96个术语确定为NST中伊朗出版物的主要术语。然后,基于学术出版物中主要术语的同时出现,通过多维尺度对伊朗NST的科学结构进行映射。结果表明,伊朗出版物中的NST域具有多学科的结构,由不同领域组成,例如纯物理,分析化学,化学物理,材料科学与工程,高分子科学,生物化学和新兴主题。

著录项

  • 来源
    《Scientometrics》 |2012年第3期|p.593-608|共16页
  • 作者

    Ehsan Mohammadi;

  • 作者单位

    Library and Information Science Department, Islamic Azad University, Science and Research Campus, Tehran, Iran;

  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Science map; Knowledge map; Nano science and technology; Text mining;

    机译:科学地图;知识地图;纳米科学技术;文本挖掘;
  • 入库时间 2022-08-18 01:46:21

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