Work

The Accountability Fabric : A Suite of Semantic Tools For Managing AI System Accountability and Audit

Year: 2021

Type: other

Abstract: The life cycle of an AI system is a complex multi-stage undertaking that typically involves a range of human stakeholders (e.g., developers, managers, users) who can potentially be held accountable if harm is caused by the system.In this paper, we present the Accountability Fabric, a suite of semantic tools for managing the creation and audit of accountability knowledge graphs.

Source: Aberdeen University Research Archive (Aberdeen University)

Authors: Markovic, Milan, Naja, Iman, Edwards, Pete, Pang, Wei

Institutions: University of Aberdeen, Heriot-Watt University

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Peace, justice, and strong institutions

Open Access status: green

Funder: UK Research and Innovation

OpenAlex ID: W3187753091

Cites: 5

Cited by: 4

Related to: 10