Intelligent user interfaces, explainable AI, interactive recommender systems, visual analytics

 

AUGMENT

Research in the Augment group focuses on Human-Centered AI, an emerging discipline that aims to amplify and augment human abilities and preserve human control in order to make AI systems more productive, enjoyable, and fair 1,2. The objective is to enable end-users to understand the rationale of AI models and to enable them to steer models with input and feedback.  The approach is researched to increase appropriate trust, acceptance and accuracy of models and to empower users to be an active and responsive part-taker in data-driven solutions. The focus is on visualisation and interaction techniques, using the full spectrum of hardware from small mobile devices to large multi-touch displays. Applications include learning analytics, precision agriculture, healthcare, media consumption, digital humanities, food & nutrition, fintech and human resources.

Join our team!

We have an open PhD position on Human-centered Explainable AI. Applications are due by 31 December 2023.

 

Contact

augment@cs.kuleuven.be

Department of Computer Science, Celestijnenlaan 200A, B-3001 Leuven, Belgium