The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions

Understand

The explanation dimension of Artificial Intelligence (AI) based system has been a hot topic for the past years.

• Different communities have raised concerns about the increasing presence of AI in people's everyday tasks and how it can affect people's lives.
• There is a lot of research addressing the interpretability and transparency concepts of explainable AI (XAI), which are usually related to algorithms and Machine Learning (ML) models.
• But in decision-making scenarios, people need more awareness of how AI works and its outcomes to build a relationship with that system.