Explainable machine learning for public policy: Use cases, gaps, and research directions.

Saved in:
Bibliographic Details
Title: Explainable machine learning for public policy: Use cases, gaps, and research directions.
Authors: Amarasinghe, Kasun1,2, Rodolfa, Kit T.1,2, Lamba, Hemank1,2, Ghani, Rayid1,2, rayid@cmu.edu
Source: Data & Policy; 2023, Vol. 5, pe5-1-e5-23, 23p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 176533410
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Explainable machine learning for public policy: Use cases, gaps, and research directions.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Amarasinghe%2C+Kasun%22">Amarasinghe, Kasun</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Rodolfa%2C+Kit+T%2E%22">Rodolfa, Kit T.</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Lamba%2C+Hemank%22">Lamba, Hemank</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Ghani%2C+Rayid%22">Ghani, Rayid</searchLink><relatesTo>1,2</relatesTo>, <i>rayid@cmu.edu</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Data+%26+Policy%22">Data & Policy</searchLink>; 2023, Vol. 5, pe5-1-e5-23, 23p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=176533410
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1017/dap.2023.2
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 23
        StartPage: e5-1
    Titles:
      – TitleFull: Explainable machine learning for public policy: Use cases, gaps, and research directions.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Amarasinghe, Kasun
      – PersonEntity:
          Name:
            NameFull: Rodolfa, Kit T.
      – PersonEntity:
          Name:
            NameFull: Lamba, Hemank
      – PersonEntity:
          Name:
            NameFull: Ghani, Rayid
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Text: 2023
              Type: published
              Y: 2023
          Numbering:
            – Type: volume
              Value: 5
          Titles:
            – TitleFull: Data & Policy
              Type: main
ResultId 1