Dataset Provenance
Traceable metadata on the origin and composition of training data.
Definitions (2)
Information and records detailing the sources, collection methods, preprocessing steps, representativeness, and legal/ethical provenance of datasets used to train or validate AI systems, used to assess data quality, bias risks and compliance with data protection rules.
Documentation of data sources, collection methods, preprocessing, curation and lineage used to train or validate AI systems, intended to support bias assessment, legal compliance, and transparency obligations under the bill.
Related Terms
data provenance/lineage
Record of data origins and processing history....
Data Provenance
Documentation of data origin, collection, and transformations for AI systems....
Datasheet
Record of dataset provenance and composition....
data providers
Owners or stewards of datasets used for AI training or evaluation....
Data governance and data quality
Criteria and practices for dataset provenance, labelling and curation....