签名数据引用使数据验证和引用持久性成为可能.
Michael J Elliott1, Jorrit H Poelen2,3, José A B Fortes4
1University of Florida, Gainesville, FL, USA. mielliott@ufl.edu.
Scientific data
|June 27, 2023
概括
这项研究引入了签名引用,以可验证的数字内容签名增强数据引用. 这确保了数据的完整性和持久性,解决了数字存储库中的内容漂移挑战.
科学领域:
- 数据科学数据科学数据科学
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
背景情况:
- 当前的数据引用方法经常使用无法验证的检索,导致内容漂移,数据随时间变化而变化.
- 这种缺乏可验证性会影响科学研究的可靠性和可重复性.
研究的目的:
- 提出一种新的数据引用方法",签名引用",它包含可验证的数字内容签名.
- 提高引用数据的完整性,持久性和可验证性.
主要方法:
- 通过扩展传统的数据引用以基于标准的,独特的,固定长度的数字内容签名来开发签名引用.
- 展示了内容签名能够独立验证数据内容的能力.
主要成果:
- 签名引用通过将数据从特定位置或存储介质分离来提高引用持久性.
- 内容签名可在多种数据基础架构中进行可扩展的存储,定位,访问和验证.
- 能够使用嵌入式内容签名创建强大的分布式知识图.
结论:
- 签名引用提供了对数据引用挑战的强有力的解决方案,确保内容完整性和长期可访问性.
- 这种方法支持科学工作流程中可靠的数据收集,识别和引用.
- 拟议的方法提高了数字研究数据的可靠性和可重复使用性.
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