Design Methods for Artificial Intelligence Fairness and Transparency.

Fairness and transparency in artificial intelligence (AI) continue to become more prevalent as topics for research, design and development. General principles and guidelines for designing ethical and responsible AI systems have been proposed, yet there is a lack of design methods for these kinds of systems. In this paper, we present CoFAIR, a novel method to design user interfaces for exploring fairness, consisting of series of co-design workshops, and wider evaluation. This method can be readily applied in practice by researchers, designers and developers to create responsible and ethical AI systems.