Progressive Disclosure: Designing for Effective Transparency

Understand

As we increasingly delegate important decisions to intelligent systems, it is essential that users understand how algorithmic decisions are made.

• Prior work has often taken a technocentric approach to transparency.
• In contrast, we explore empirical user-centric methods to better understand user reactions to transparent systems.
• We assess user reactions to global and incremental feedback in two studies.