Visual Analytics for Human-Centered Artificial Intelligence

This position paper outlines a framework for integrating Human-Centered Artificial Intelligence, Human-
Machine Teaming and Visual Analytics in which information foraging and sensemaking are supported by
iterative user feedback. We discuss how this integration can enable safe and efficient AI tools for data
analysis and decision support in military applications from a complex system perspective where the dynamic
interaction of diverse data, interconnected systems, and emergent characteristics, are too large and complex
to analyse and understand without machine support, and the research challenges of this integration.