When Computers Stand in the Schoolhouse Door.
The article discusses the biases created by classification algorithms. Topics covered include the different ways algorithms may discriminate, the AdFisher program developed by computer science professor Anupam Datta of the Carnegie Mellon University in Pittsburgh, Pennsylvania and the challenges enc...
| Publicado en: | Communications of the ACM Vol. 59; no. 3; pp. 19 - 22 |
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| Formato: | Artículo |
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Association for Computing Machinery
Mar2016
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=113448092&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 113448092 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00010782 ACM jtl: Communications of the ACM issn: 00010782 maglogo: N pubinfo: dt: Mar2016 vid: 59 iid: 3 pid: 68 pub: Association for Computing Machinery artinfo: ui: 113448092 10.1145/2875029 ppf: 19 ppct: 3 formats: tig: atl: When Computers Stand in the Schoolhouse Door. aug: au: Savage, Neil su: Classification algorithms Algorithms Datta, Anupam College teachers Automatic classification sug: subj: Classification algorithms Algorithms Datta, Anupam College teachers Automatic classification ab: The article discusses the biases created by classification algorithms. Topics covered include the different ways algorithms may discriminate, the AdFisher program developed by computer science professor Anupam Datta of the Carnegie Mellon University in Pittsburgh, Pennsylvania and the challenges encountered in identifying the biases. It discusses the reported imbalance caused by biased decisions created by the classification algorithms. pubtype: Periodical doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2016 holdings: @attributes: islocal: N |
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