Data governance and quality for AI within the European context
Abstract
This Technical Report aims to provide an overview on AI-related standards, with a focus on data and data life cycles, to organizations, agencies, enterprises, developers, universities, researchers, focus groups, users, and other stakeholders that are experiencing this era of digital transformation. It helps to figure out links among the many international standards and regulations published or under-development, with the aim of promoting a common language, a greater culture of quality, giving an information framework highlighting the topic of risk mitigation and trustworthiness in AI. It addresses the following areas indicated by the 2023 “Rolling plan for ICT Standardization” in the perspective of the “European strategy for data” and in the European Commission standardization request n. 2 (Annex I) “European standards(s) and/or European standardization deliverable(s) governance and quality of data sets used to build AI systems”: - Data governance; - Data quality; - Elements for data, datasets properties to provide unbiased evaluation and information for testing.
Begin
2024-04-19
WI
JT021007
Planned document number
DIN CEN/CLC/TR XXX JT021007
Project number
04301039
