Datasheets for datasets

Datasheets for datasets

Documentation to facilitate communication between dataset creators and consumers.

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Bibliographische Detailangaben
Veröffentlicht in:Communications of the ACM 2021-12, Vol.64 (12), p.86-92
Hauptverfasser: Gebru, Timnit, Morgenstern, Jamie, Vecchione, Briana, Vaughan, Jennifer Wortman, Wallach, Hanna, III, Hal Daumé, Crawford, Kate
Format: Magazinearticle
Sprache:eng
Schlagworte:
Accountability
Big Data
Datasets
Electronics industry
HCI design and evaluation methods
Human computer interaction (HCI)
Human-centered computing
Machine learning
Machine learning theory
Theory and algorithms for application domains
Theory of computation
User studies
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Beschreibung
Zusammenfassung:Documentation to facilitate communication between dataset creators and consumers.
ISSN:0001-0782
1557-7317
DOI:10.1145/3458723