Research topic

Responsible, Explainable, and Interpretable AI solutions

Innovating in the fields of big data and AI requires understanding and the incorporation of human needs, interests, and concerns as essential inputs for the design and development of AI. Taking existing notions of human-centred AI, we design and develop AI decision-making systems that understand human values behaviour and the dynamics of human-AI interaction, and realize responsibility, explainability and interpretability of AI solutions. This requires dedicated AI and machine-learning algorithms.