The Common Provenance Model: Capturing Distributed Provenance in Life Sciences Processes.

Medical Informatics Europe (MIE)(2022)

引用 1|浏览9
暂无评分
摘要
The distributed nature of modern research emphasizes the importance of collecting and sharing the history of digital and physical material, to improve the reproducibility of experiments and the quality and reusability of results. Yet, the application of the current methodologies to record provenance information is largely scattered, leading to silos of provenance information at different granularities. To tackle this fragmentation, we developed the Common Provenance Model, a set of guidelines for the generation of interoperable provenance information, and to allow the reconstruction and the navigation of a continuous provenance chain. This work presents the first version of the model, available online, based on the W3C PROV Data Model and the Provenance Composition pattern.
更多
查看译文
关键词
Common Provenance Model,Provenance Composition,Provenance information,W3C PROV,distributed processes
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要