As more digital resources are produced by the research community, it is becoming increasingly important to harmonize and organize them for synergistic utilization. The findable, accessible, interoperable, and reusable (FAIR) guiding principles have prompted many stakeholders to consider strategies for tackling this challenge. The FAIRshake toolkit was developed to enable the establishment of community-driven FAIR metrics and rubrics paired with manual and automated FAIR assessments. FAIR assessments are visualized as an insignia that can be embedded within digital-resources-hosting websites. Using FAIRshake, a variety of biomedical digital resources were manually and automatically evaluated for their level of FAIRness.

随着研究界产生越来越多的数字资源，协调和组织它们以进行协同利用变得越来越重要。可发现，可访问，可互操作和可重用（FAIR）的指导原则促使许多利益相关者考虑应对这一挑战的策略。开发FAIRshake工具包是为了能够建立由社区驱动的FAIR指标和指标，并与手动和自动FAIR评估配合使用。FAIR评估可视化为可嵌入数字资源托管网站中的标志。使用FAIRshake，可以手动并自动评估各种生物医学数字资源的FAIRness水平。