Algorithmic accountability

Algorithmic accountability refers to the issue of where accountability should be apportioned for the consequences of real-world actions that were taken on account of algorithms used to reach a decision. ^[1]

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Table of Contents

1. 8 relations: Algorithmic bias, Algorithmic transparency, Gemma Galdón-Clavell, Public Knowledge, Regulation of algorithms, Regulation of artificial intelligence, Right to explanation, Use of technology in treatment of mental disorders.

Algorithmic bias

Algorithmic bias describes systematic and repeatable errors in a computer system that create "unfair" outcomes, such as "privileging" one category over another in ways different from the intended function of the algorithm.

See Algorithmic accountability and Algorithmic bias

Algorithmic transparency

Algorithmic transparency is the principle that the factors that influence the decisions made by algorithms should be visible, or transparent, to the people who use, regulate, and are affected by systems that employ those algorithms.

See Algorithmic accountability and Algorithmic transparency

Gemma Galdón-Clavell

Gemma Galdón-Clavell (born 1976) is a Spanish technology policy analyst who specializes in ethics and algorithmic accountability.

See Algorithmic accountability and Gemma Galdón-Clavell

Public Knowledge

Public Knowledge is an American non-profit public interest group based in Washington, D.C. Founded in 2001 by David Bollier, Gigi Sohn, and Laurie Racine, Public Knowledge is primarily involved in the fields of intellectual property law, competition and choice in the digital marketplace, and an open standards/end-to-end internet.

See Algorithmic accountability and Public Knowledge

Regulation of algorithms

Regulation of algorithms, or algorithmic regulation, is the creation of laws, rules and public sector policies for promotion and regulation of algorithms, particularly in artificial intelligence and machine learning.

See Algorithmic accountability and Regulation of algorithms

Regulation of artificial intelligence

Regulation of artificial intelligence is the development of public sector policies and laws for promoting and regulating artificial intelligence (AI).

See Algorithmic accountability and Regulation of artificial intelligence

Right to explanation

In the regulation of algorithms, particularly artificial intelligence and its subfield of machine learning, a right to explanation (or right to an explanation) is a right to be given an explanation for an output of the algorithm.

See Algorithmic accountability and Right to explanation

Use of technology in treatment of mental disorders

The use of electronic and communication technologies as a therapeutic aid to healthcare practices is commonly referred to as telemedicine or eHealth.

See Algorithmic accountability and Use of technology in treatment of mental disorders

References

[1] https://en.wikipedia.org/wiki/Algorithmic_accountability

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