Matrix of Domains X Capabilities
| Key Domain | Health | Transport | AI & Robotics & Humanity Centred Design |
|---|---|---|---|
| TL – immersive tech | - Test surgery training - Assess/optimize clinical decision making - Physical ergonomics assessment - Medical devices interaction assessment - Curricula development - Agent-assisted performance - Test psychological intervention outcomes and potential impact on the population | - Drivers/operators training - Automatized driving - Traffic controlled behaviour - Decision making - Curricula development - Upskilling - Deskilling & safety/resilience - Over-trust & safety/resilience | |
| Design – immersive tech | - Surgery training (VR environment assessment) - Medical devices co-design/evidence-based prototyping - Systems review - Usability ISO 62366 and ISO 14971 - Choice architecture - Design functionalities and sensory aspects of psychological intervention | - Driver training VR environment - Automatized driving environment - Cockpit design / prototyping - Evidence-based design of AR and virtual agent support - Choice architecture | - Simulating Human-Robot Interaction - Explainable AI - Trust - Sustainable Design |
| Data Science | - Human performance analysis - Medical imaging - Evaluation standards - New statistics - Adaptive training - Designometrics | - Human performance analysis - Evaluation standards - New statistics - Adaptive training | - Machine learning for gesture recognition - Explainable AI - Choice architecture |
| Cognition & Systems | - Cognitive Neuroscience - Experimental Design - Cognitive Task Analysis - Knowledge graphs/ontology - Cognitive enhancement | - Vigilance and attention in semi-automated driving - Cognitive Workload Analysis | - Biomimicry in robot motor learning - Socio-cognitive and emotional design - Bio-behavioral measures |
| Human performance (sensor capture) | - Motion capture (research and job assessment) - Eye tracking, EEG and fNIRs | - Human performance - State-of-mind detection - Eye tracking, EEG, fNIRS | - Emotional design - Eye tracking, EEG, and fNIRS |