Applying Interdisciplinary Frameworks to Understand Algorithmic Decision-Making

Publications: Contribution to conferencePaperPeer Reviewed

Abstract

We argue that explanations for "algorithmic decision-making" (ADM) systems can profit by adopting practices that are already used in the learning sciences. We shortly introduce the importance of explaining ADM systems, give a brief overview of approaches drawing from other disciplines to improve explanations, and present the results of our qualitative task-based study incorporating the "six facets of understanding" framework. We close with questions guiding the discussion of how future studies can leverage an interdisciplinary approach.
Original languageEnglish
Publication statusPublished - Apr 2023
EventACM CHI Conference on Human Factors in Computing Systems 2023 - Congress Center Hamburg, Hamburg, Germany
Duration: 23 Apr 202328 Apr 2023
https://chi2023.acm.org/

Conference

ConferenceACM CHI Conference on Human Factors in Computing Systems 2023
Abbreviated titleCHI 2023
Country/TerritoryGermany
CityHamburg
Period23/04/2328/04/23
Internet address

Austrian Fields of Science 2012

  • 102033 Data mining

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