Construct · 1 fields · 1 citations

datasheets for datasets: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning

structured documentation recording a dataset's motivation, composition, collection, uses and limits so its makers and users can communicate.

In machine learning, datasheets for datasets refers to structured documentation recording a dataset's motivation, composition, collection, uses and limits so its makers and users can communicate. This meaning comes from Gebru (2021) in Communications of the ACM.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how datasheets for datasets sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

composition3 fields · 3 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs motivation6 fields · 18 citationsjingle · one name, six constructs

References

Gebru, T., Morgenstern, J., Vecchione, B., Vaughan, J. W., Wallach, H., Daumé, H., III, & Crawford, K. (2021). Datasheets for datasets. Communications of the ACM, 64(12), 86-92. https://doi.org/10.1145/3458723

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct