Fiona O'Connell

Explaining Decision-Making Algorithms through UI: Strategies to Help Non-Expert Stakeholders

Increasingly, algorithms are used to make important decisions across society. However, these algorithms are usually poorly understood, which can reduce transparency and evoke negative emotions. In this research, we seek to learn design principles for explanation interfaces that communicate how decision-making algorith…