Ethics review of machine learning in children's social care
<p>This report:</p> <p>– Reviews the ethical criteria that would make the use of machine learning (ML) in children’s social care (CSC) justifiable and examines the problematic contexts in which such criteria may not be met;</p> <p>– Identifies requirements and best prac...
| Автори: | , , , |
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| Формат: | Report |
| Мова: | English |
| Опубліковано: |
What Works for Children's Social Care
2020
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| _version_ | 1826317824027525120 |
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| author | Leslie, D Holmes, L Hitrova, C Ott, E |
| author_facet | Leslie, D Holmes, L Hitrova, C Ott, E |
| author_sort | Leslie, D |
| collection | OXFORD |
| description | <p>This report:</p>
<p>– Reviews the ethical criteria that would make the use of machine learning (ML) in children’s social care (CSC) justifiable and examines the problematic contexts in which such criteria may not be met;</p>
<p>– Identifies requirements and best practice for the responsible use of ML in CSC;</p>
<p>– Presents recommendations for a way forward. </p> |
| first_indexed | 2024-03-07T06:35:59Z |
| format | Report |
| id | oxford-uuid:f7a381db-5f5a-4e2e-8dae-6c72440aa25f |
| institution | University of Oxford |
| language | English |
| last_indexed | 2025-03-11T17:00:02Z |
| publishDate | 2020 |
| publisher | What Works for Children's Social Care |
| record_format | dspace |
| spelling | oxford-uuid:f7a381db-5f5a-4e2e-8dae-6c72440aa25f2025-03-10T10:01:27ZEthics review of machine learning in children's social careReporthttp://purl.org/coar/resource_type/c_93fcuuid:f7a381db-5f5a-4e2e-8dae-6c72440aa25fEnglishSymplectic ElementsWhat Works for Children's Social Care2020Leslie, DHolmes, LHitrova, COtt, E<p>This report:</p> <p>– Reviews the ethical criteria that would make the use of machine learning (ML) in children’s social care (CSC) justifiable and examines the problematic contexts in which such criteria may not be met;</p> <p>– Identifies requirements and best practice for the responsible use of ML in CSC;</p> <p>– Presents recommendations for a way forward. </p> |
| spellingShingle | Leslie, D Holmes, L Hitrova, C Ott, E Ethics review of machine learning in children's social care |
| title | Ethics review of machine learning in children's social care |
| title_full | Ethics review of machine learning in children's social care |
| title_fullStr | Ethics review of machine learning in children's social care |
| title_full_unstemmed | Ethics review of machine learning in children's social care |
| title_short | Ethics review of machine learning in children's social care |
| title_sort | ethics review of machine learning in children s social care |
| work_keys_str_mv | AT leslied ethicsreviewofmachinelearninginchildrenssocialcare AT holmesl ethicsreviewofmachinelearninginchildrenssocialcare AT hitrovac ethicsreviewofmachinelearninginchildrenssocialcare AT otte ethicsreviewofmachinelearninginchildrenssocialcare |