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Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research”
In this preview, we highlight what we believe to be the major contributions of the review and discuss opportunities to build on the work, including by closely examining the incentive structures that contribute to our dataset culture and by further engaging with other disciplines.
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600242/ https://www.ncbi.nlm.nih.gov/pubmed/34820655 http://dx.doi.org/10.1016/j.patter.2021.100388 |
| _version_ | 1784601109851013120 |
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| author | Vincent, Nicholas Hecht, Brent |
| author_facet | Vincent, Nicholas Hecht, Brent |
| author_sort | Vincent, Nicholas |
| collection | PubMed |
| description | In this preview, we highlight what we believe to be the major contributions of the review and discuss opportunities to build on the work, including by closely examining the incentive structures that contribute to our dataset culture and by further engaging with other disciplines. |
| format | Online Article Text |
| id | pubmed-8600242 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2021 |
| publisher | Elsevier |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-86002422021-11-23 Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” Vincent, Nicholas Hecht, Brent Patterns (N Y) Preview In this preview, we highlight what we believe to be the major contributions of the review and discuss opportunities to build on the work, including by closely examining the incentive structures that contribute to our dataset culture and by further engaging with other disciplines. Elsevier 2021-11-12 /pmc/articles/PMC8600242/ /pubmed/34820655 http://dx.doi.org/10.1016/j.patter.2021.100388 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
| spellingShingle | Preview Vincent, Nicholas Hecht, Brent Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title | Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title_full | Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title_fullStr | Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title_full_unstemmed | Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title_short | Preview of “Data and its (dis)contents: A survey of dataset development and use in machine learning research” |
| title_sort | preview of “data and its (dis)contents: a survey of dataset development and use in machine learning research” |
| topic | Preview |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600242/ https://www.ncbi.nlm.nih.gov/pubmed/34820655 http://dx.doi.org/10.1016/j.patter.2021.100388 |
| work_keys_str_mv | AT vincentnicholas previewofdataanditsdiscontentsasurveyofdatasetdevelopmentanduseinmachinelearningresearch AT hechtbrent previewofdataanditsdiscontentsasurveyofdatasetdevelopmentanduseinmachinelearningresearch |