293 citations · 403 across the 9 of their papers we have counts for
9 papers · 1 filter
Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits
Bogdana Rakova, Roel Dobbe
This paper reframes algorithmic systems as intimately connected to and part of social and ecological systems, and proposes a first-of-its-kind methodology for environmental justice…
Terms-we-Serve-with: a feminist-inspired social imaginary for improved transparency and engagement in AI
Bogdana Rakova, Megan Ma, Renee Shelby
Power and information asymmetries between people and digital technology companies have predominantly been legitimized through contractual agreements that have failed to provide div…
Enhanced well-being assessment as basis for the practical implementation of ethical and rights-based normative principles for AI
Marek Havrda, Bogdana Rakova
Artificial Intelligence (AI) has an increasing impact on all areas of people's livelihoods. A detailed look at existing interdisciplinary and transdisciplinary metrics frameworks c…
Principles to Practices for Responsible AI: Closing the Gap
Daniel Schiff, Bogdana Rakova, Aladdin Ayesh +2
Companies have considered adoption of various high-level artificial intelligence (AI) principles for responsible AI, but there is less clarity on how to implement these principles…
Leveraging traditional ecological knowledge in ecosystem restoration projects utilizing machine learning
Bogdana Rakova, Alexander Winter
Ecosystem restoration has been recognized to be critical to achieving accelerating progress on all of the United Nations' Sustainable Development Goals. Decision makers, policymake…
Where Responsible AI meets Reality: Practitioner Perspectives on Enablers for shifting Organizational Practices
Bogdana Rakova, Jingying Yang, Henriette Cramer +1
Large and ever-evolving technology companies continue to invest more time and resources to incorporate responsible Artificial Intelligence (AI) into production-ready systems to inc…
Dynamic Algorithmic Service Agreements Perspective
Bogdana Rakova, Laura Kahn
A multi-disciplinary understanding of the concepts of identity, agency, relationships, interactions, and information could help us develop mitigation strategies for responsible hum…
Minority report detection in refugee-authored community-driven journalism using RBMs
Bogdana Rakova, Nick DePalma
Our work seeks to gather and distribute sensitive information from refugee settlements to stakeholders to help shape policy and help guide action networks. In this paper, we propos…
Human self-determination within algorithmic sociotechnical systems
Bogdana Rakova, Rumman Chowdhury
In order to investigate the protection of human self-determination within algorithmic sociotechnical systems, we study the relationships between the concepts of mutability, bias, f…