
Eye into AI
Recent developments in explainable AI (XAI) aim to improve the transparency of black-box models. However, empirically ...

Polyphonic
The Polyphonic project explores collecting real-world data by piggybacking on game streaming communities such as Twitch, which capture over a trillion min...

VizLens
VizLens: A Robust and Interactive Screen Reader for Interfaces in the Real World The world is full of physical interfaces that are inaccessible to blind ...
Jeffrey Bigham

The Knowledge Accelerator
Researchers from the Human-Computer Interaction Institute are working on a system they call Knowledge Accelerator. A system that uses a machine-learning p...
Crowdsourcing
Social Ideation Systems
This project investigates how social computing systems can optimize real-time creative collaboration, whether in teams or with crowds. We are actively dev...
Steven Dang,
Interpreting Behavior With Crowds
Social science research often relies on coding of video or other data for subjective events. This can be very time consuming and labor intensive for a sin...
Jeffrey Bigham,
Crowdsourcing
Combining Small Groups and Large Scale Collaboration
This research investigates the way that teams and communities collaborate online, with two aims: to develop new technologies to enhance collaboration and ...