Decision provenance: harnessing data flow for accountable systems

HIGHLIGHTS

  • who: JATINDER SINGH and colleagues from the Computer Laboratory, Compliant and Accountable Systems Group, Department of Computer Science and Technology, University have published the paper: Decision Provenance: Harnessing Data Flow for Accountable Systems, in the Journal: (JOURNAL)
  • what: Specifically given the concerns regarding ever-increasing levels of automated and algorithmic decision-making and so-called "algorithmic systems" in general the authors propose decision provenance as a concept showing much promise. The authors explore how this aids accountability through assisting in regulatory oversight and technical investigation, facilitating compliance and recourse, increasing user agency, and generally contributing . . .

     

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