The Network Structures and Characteristics of Global Hubs of STI in Big Data Analysis and Mining Technology

IF 1.7 4区管理学 Q3 MANAGEMENT

Science Technology and Society Pub Date : 2023-03-25 DOI:10.1177/09717218231161202

Peng He, Xu Bai, Di Cao, Jinxi Wu

引用次数: 0

Abstract

Global hubs of STI are strategic nodes in the global science network and will lead the future of global scientific progress. This paper takes big data analysis and mining technology as an example, exploring the structures and characteristics of global science network of 15 representative global hubs of STI from 2000 to 2019. Based on the data of highly cited papers and methods of social network analysis, we find that the global science network has the structure of hierarchy, with an obvious characteristic of regionality. Based on the structures and characteristics of global science network, the knowledge flow and management model of global hubs has been proposed, which may be conducive to strengthening the knowledge management and network collaboration among global hubs of STI in other frontier technologies.

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大数据分析与挖掘技术全球科技创新中心的网络结构与特征

全球科技创新中心是全球科学网络中的战略节点，将引领全球科学进步的未来。本文以大数据分析与挖掘技术为例，探讨了2000 - 2019年15个具有代表性的全球科技创新中心的全球科学网络结构与特征。基于高被引论文数据和社会网络分析方法，我们发现全球科学网络具有层次结构，具有明显的地域性特征。基于全球科学网络的结构和特点，提出了全球科学技术创新中心的知识流动和管理模式，这有助于加强其他前沿技术领域全球科学技术创新中心之间的知识管理和网络协作。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Science Technology and Society MANAGEMENT-

CiteScore

3.80

自引率

4.80%

发文量

期刊介绍： Science, Technology and Society is an international journal devoted to the study of science and technology in social context. It focuses on the way in which advances in science and technology influence society and vice versa. It is a peer-reviewed journal that takes an interdisciplinary perspective, encouraging analyses whose approaches are drawn from a variety of disciplines such as history, sociology, philosophy, economics, political science and international relations, science policy involving innovation, foresight studies involving science and technology, technology management, environmental studies, energy studies and gender studies. The journal consciously endeavors to combine scholarly perspectives relevant to academic research and policy issues relating to development. Besides research articles the journal encourages research-based country reports, commentaries and book reviews.