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dtool和dserver:一个灵活的生态系统,用于可查找数据

Johannes L Hörmann^1,2, Luis Yanes³, Ashwin Vazhappilly^1,2

¹Cluster of Excellence livMatS, Freiburg Center for Interactive Materials and Bioinspired Technologies, University of Freiburg, Freiburg, Germany.

|June 25, 2024

概括

dtool及其查找服务器 (dserver) 通过将元数据包装成数据来促进 FAIR 数据管理. 这种分散的系统使数据集易于查找,促进了研究中的可访问性和可重复性.

科学领域:

数据科学数据科学数据科学
研究数据管理研究数据管理
计算科学计算科学

背景情况:

公平的数据原则 (可查找,可访问,可互操作,可重复) 对于现代研究至关重要.
现有的数据管理解决方案通常需要集中式系统或刚性元数据,阻碍可访问性.

研究的目的:

介绍dtool,用于管理研究数据的轻量级工具.
介绍dserver,一个基于REST API的查找服务器,以解决分散数据管理中的可查找性挑战.

主要方法:

dtool包装不变的数据与元数据成独立的数据集.
dserver 使用一个 REST API 来索引和启用 dtool 数据集的发现.
dtool 生态系统是为了简单,模块化和标准化而设计的.

主要成果:

dtool促进了数据的可访问性,互操作性和可重复性.
dserver有效地使分散的dtool数据集可查找,提高了生态系统的公平性.
dtool 生态系统弥合了个人数据管理和平台解决方案之间的差距.

结论:

与dserver一起的dtool生态系统为FAIR数据管理提供了一个实用的解决方案.
它的分散和标准化方法支持跨学科的研究数据共享和重用.

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