数据桌:为研究软件接口创建和共享技术元数据的框架
Patrick Kuckertz1, Jan Göpfert1,2, Oliver Karras3
1Forschungszentrum Jülich GmbH, Institute of Climate and Energy Systems (ICE) - Jülich Systems Analysis (ICE-2), 52425 Jülich, Germany.
Patterns (New York, N.Y.)
|November 21, 2024
概括
研究软件的重复使用受到可发现性和兼容性问题的阻碍. 数据桌框架和机器可操作的元数据提高了研究软件的公平性 (可查找性,可访问性,互操作性,可重复使用性),提高了其影响力.
科学领域:
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
- 科学计算科学计算
背景情况:
- 研究软件的重复使用对于效率和学术交流至关重要.
- 当前的挑战包括软件的可发现性和兼容性,导致冗余的开发.
- 这阻碍了科学进步和社区的进步.
研究的目的:
- 引入DataDesc (数据描述) 框架,以应对研究软件重复使用的挑战.
- 能够使用机器可操作的元数据来描述软件接口数据模型.
- 提高研究软件的公平性 (可查找性,可访问性,互操作性,可重复使用性).
主要方法:
- 开发了DataDesc框架与一个专门的元数据模式.
- 为软件接口数据模型创建了一个交换格式.
- 引入了用于自动收集和发布软件文档的支持工具.
主要成果:
- 数据桌框架为软件接口提供机器可操作的元数据.
- 自动化文档发布提高了软件的可查性和可访问性.
- 提高研究软件的互操作性和可重复使用性.
结论:
- 数据桌框架显著提高了研究软件的公平性.
- 这种方法促进了研究软件的更广泛采用和影响.
- 简化软件开发和科学合作是关键成果.
相关概念视频
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Documentation is the systematic process of formally recording, maintaining, and communicating information.
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive and precise...
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive and precise...
01:18Methods of Documentation I: Source-Oriented Records
Source-oriented records, or SOR, are medical record-keeping organized by the data source. The SOR system was first developed in the mid-1900s to organize the growing patient data in hospitals and other healthcare facilities.
In an SOR, each discipline involved in patient care maintains a separate medical record section. This record-keeping method enables easy tracking of patient progress and ensures healthcare staff have access to up-to-date information.
Key Attributes include the following:
In an SOR, each discipline involved in patient care maintains a separate medical record section. This record-keeping method enables easy tracking of patient progress and ensures healthcare staff have access to up-to-date information.
Key Attributes include the following:
01:30Methods of Documentation VII: EMR
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01:21Tandem Mass Spectrometry
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01:11Introduction to R
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