实践研究

基于FAIR原则的科学数据融合路径及实践进展研究

  • 李建霞 ,
  • 袁杉杉 ,
  • 王 庆
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  • 华东理工大学科技信息研究所 上海 200237
李建霞,女,1970年生,华东理工大学科技信息研究所副研究馆员,硕士生导师。 袁杉杉,女,1997年生,华东理工大学科技信息研究所硕士研究生。 王 庆,男,1999年生,华东理工大学科技信息研究所硕士研究生。

网络出版日期: 2023-02-13

Research on the Path and Practice Progress of Scientific Data Fusion Based on FAIR Principles

  • Li Jianxia ,
  • Yuan Shanshan ,
  • Wang Qing
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  • Institute of Science and Technology Information, East China University of Science and Technology,Shanghai,200237

Online published: 2023-02-13

摘要

[目的/意义]科学数据融合是跨越学科边界以解决重大经济、社会问题的有效路径,其目标是实现融合科 研的全学科、全流程和全景式数据开放与共享,FAIR原则为科学数据融合指明了具体的实施规范。[方法/过程] 文章运用文献调研法,辨析科学数据融合的概念内涵;以FAIR原则为基础,分析科学数据融合路径;基于国内外 科学数据领域不同分支方向的重要进展,从宏观、中观、微观三个层面,构建包括技术与工具、政策与指南、模式与 行动的多视角科学数据融合实践协同方案关系映射模型。[结果/结论]文章提出未来研究应从融合网络的视角, 思考科学数据开放共享过程中存在的问题,探索跨学科、跨部门、跨行业的科学数据融合体系、协调机制、模式策 略和实施效果。

本文引用格式

李建霞 , 袁杉杉 , 王 庆 . 基于FAIR原则的科学数据融合路径及实践进展研究[J]. 情报资料工作, 2023 , 44(1) : 103 -112 . DOI: 10.12154/j.qbzlgz.2023.01.010

Abstract

[Purpose/significance] Scientific data harmonization is an effective way to solve major economic and social problems across disciplinary boundaries. Its purpose is to realize the opening and sharing of data in the whole disci? pline, whole process and panorama of integrated scientific research. FAIR principle points out the specific implementa? tion norms for scientific dataharmonization. [Method/process] Using the method of literature investigation, the con? cept of scientific data harmonization is differentiated; scientific data harmonization path is analyzed based on the FAIR principle; on the basis of important progress in different branches of scientific data field at home and abroad,multi-per? spective of relational mapping model of scientific data harmonization practice synergy scheme, including technology and tools, policies and guidelines, patterns and actions?is constructed from macro, meso and micro three levels. [Re? sult/conclusion] This paper proposed that future research should consider the problems existing in the process of scien? tific data opening and sharing from the perspective of harmonization network, and explore the scientific data harmoniza? tion system, coordination mechanism, pattern strategy and implementation effect of interdisciplinary, cross-department and cross-industry.
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