Dharma Dailey
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View article: An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists
An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists Open
Motivated by the extensive documented disparate harms of artificial intelligence (AI), many recent practitioner-facing reflective tools have been created to promote responsible AI development. However, the use of such tools internally by t…
View article: A toolkit for algorithmic equity and community empowerment
A toolkit for algorithmic equity and community empowerment Open
A wave of recent scholarship documenting the discriminatory harms of algorithmic systems has spurred widespread interest in algorithmic accountability and regulation. Yet effective accountability and regulation is stymied by a persistent l…
View article: Toward situated interventions for algorithmic equity
Toward situated interventions for algorithmic equity Open
Research to date aimed at the fairness, accountability, and transparency of algorithmic systems has largely focused on topics such as identifying failures of current systems and on technical interventions intended to reduce bias in computa…
View article: An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists
An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists Open
A wave of recent scholarship documenting the discriminatory harms of algorithmic systems has spurred widespread interest in algorithmic accountability and regulation. Yet effective accountability and regulation is stymied by a persistent l…
View article: Detecting Journalism in the Age of Social Media:Three Experiments in Classifying Journalists on Twitter
Detecting Journalism in the Age of Social Media:Three Experiments in Classifying Journalists on Twitter Open
The widespread adoption of networked information and communications technologies (i.e. ICTs) blurs traditional boundaries between journalist and citizen. The role of the journalist is adapting to structural changes in the news industry and…
View article: Democratizing Data Science: The Community Data Science Workshops and Classes
Democratizing Data Science: The Community Data Science Workshops and Classes Open
Nearly every published discussion of data science education begins with a reflection on an acute shortage in labor markets of professional data scientists with the skills necessary to extract business value from burgeoning datasets created…