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Datasheets for datasets

descriptionPublicationkeyboard_double_arrow_right Article , Preprint 19 Nov 2021Embargo end date: 01 Jan 2018 English Publisher:Association for Computing Machinery (ACM)Journal:Communications of the ACM, volume 64, pages 86-92 (issn: 0001-0782, eissn: 1557-7317, Copyright policy )
Authors: Timnit Gebru; Jamie Morgenstern; Briana Vecchione; Jennifer Wortman Vaughan; Hanna M. Wallach; Hal Daumé III; Kate Crawford 0002;

doi: 10.1145/3458723 , 10.48550/arxiv.1803.09010

arXiv: 1803.09010

Datasheets for datasets

Abstract

Documentation to facilitate communication between dataset creators and consumers.

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Keywords

FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Databases, Computer Science - Artificial Intelligence, Databases (cs.DB), Machine Learning (cs.LG)

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    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).
    		 1K
    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.
    		 Top 0.01%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 0.1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 0.01%
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selected citations
These citations are derived from selected sources.
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!
1K
Top 0.01%
Top 0.1%
Top 0.01%
Green
bronze
Related to Research communities
UArctic