Algorithmic Accountability in Context. Socio-Technical Perspectives on Structural Causal Models

The increasing use of automated decision making (ADM) and machine learning sparked an ongoing discussion about algorithmic accountability. Within computer science, a new form of producing accountability has been discussed recently: causality as an expression of algorithmic accountability, formalized...

Full description

Bibliographic Details
Main Authors: Nikolaus Poechhacker, Severin Kacianka
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2020.519957/full