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This is the report from the project The Role of Data in AI, which was commissioned by the Data Governance Working Group of the Global Partnership of AI (GPAI). The consortium was led by the Digital Curation Centre, with partners Trilateral Research and The School of Informatics, the University of Edinburgh. The report digs more deeply into the issues raised within the Data Governance Framework (see below), and identifies areas where GPAI could make an impact in deepening international collaboration. It covers the following areas: Al development and the role of data at each step; Data types used in AI development; Data characteristics that influence the process or outcome of Al development; Socio-ethical, economic and environmental impacts of data in Al; Law and transparency as modifiers to impacts of data in Al; Availability of accessibility to data for Al development; data quality and challenges in three fields (pandemic response, human language technologies for under-resourced languages, and AI applications in the criminal justice system); and recommendations on where GPAI could enhance international collaboration on data governance. The report was prepared for GPAIs first summit in Montréal in December 2020 and presented along with the following related documents from the Data Governance WG: A Framework Paper for GPAI's Work on Data Governance, November 2020. Data Governance Working Group Report, November 2020.
This report was commissioned by experts of the Global Partnership on Artificial Intelligence's Working Group on Data Governance. The report does not necessarily reflect the views of the experts' organizations, GPAI, the OECD or their respective members.
Artificial Intelligence, Law and transparency for data, Data Governance, Socio-ethical impact of data, Data Quality, Data Availability
Artificial Intelligence, Law and transparency for data, Data Governance, Socio-ethical impact of data, Data Quality, Data Availability
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citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 2 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
views | 119 | |
downloads | 43 |