This recommended practice defines general requirements for evaluating the Artificial-Intelligence (AI) readiness of scientific datasets, including: a) An evaluation framework comprising key indicators, core technical requirements, and quantitative methods. b) A tiered readiness model with associated determination criteria. c) An implementation workflow and reference methods for conducting such evaluations.
- Standard Committee
- C/SABSC - Standards Activities Board Standards Committee
- Status
- Active PAR
- PAR Approval
- 2025-12-10
Working Group Details
- Society
- IEEE Computer Society
- Standard Committee
- C/SABSC - Standards Activities Board Standards Committee
- Working Group
-
SDWG - Scientific Data Working Group
- IEEE Program Manager
- Jodi Haasz
Contact Jodi Haasz - Working Group Chair
- Hengshu Zhu
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
P3912
Recommended Practice for the Application of Scientific Data Persistent Identifier in Open-Sharing Services
This recommended practice offers a general technical framework, enabling institutions and enterprises to apply Persistent Identifier (PlD) to locate, access, and share scientific data in open-sharing service. The document includes: a) Technical requirements for PlD coding, metadata management, registration procedures, and resolution mechanisms b) Application implementation of PlD for scientific data management in open-sharing services. c) Evaluation of the effectiveness of scientific data PlD applications in open-sharing services.
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
No Active Standards
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
No Superseded Standards
These standards have been removed from active status through a ballot where the standard is made inactive as a consensus decision of a balloting group.
No Inactive-Withdrawn Standards
These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.
No Inactive-Reserved Standards