Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Report . 2020
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Report . 2020
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Report . 2020
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Report . 2020
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

The Role of Data in AI

Authors: Sveinsdottir, Thordis; Troullinou, Pinelopi; Aidlinis, Stergios; Delipalta, Alexandra; Finn, Rachel; Loukinas, Panagiotis; Muraszkiewicz, Julia; +7 Authors
Abstract

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.

Related Organizations
Keywords

Artificial Intelligence, Law and transparency for data, Data Governance, Socio-ethical impact of data, Data Quality, Data Availability

1 Data sources, page 1 of 1
  • more_vert
  • BIP!
    Impact byBIP!
    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
    OpenAIRE UsageCounts
    Usage byUsageCounts
    visibility views 119
    download downloads 43
  • 119
    views
    43
    downloads
    Powered byOpenAIRE UsageCounts
Powered by OpenAIRE graph
Found an issue? Give us feedback
visibility
download
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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
2
Average
Average
Average
119
43
Green
Related to Research communities