Work

Bias Vocabulary

Year: 2025

Type: article

Abstract: The Bias Vocabulary, created by the Combatting Bias project in collaboration with a network of partners and advisors, addresses the question, 'what is bias?'. It outlines 23 seperate yet related concerns connected to bias - which can have harmful consequences if not considered. The Vocabulary establishes a common language for discussing bias across disciplines, transforming abstract concerns into specific, identifiable manifestations that researchers can systematically address. This is not a definitive or comprehensive list of concerns. We are aware concerns will evolve - but we hope this list can promote awareness around bias and encourage dialogue.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17078015

Author: Combatting Bias

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

Funder: Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Award: Combatting Bias: Guidelines for Creating FAIR+ (FAIR and Equitable) Data in the Humanities and Social Sciences

OpenAlex ID: W7081566212

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