Ilona Heldal

Western Norway University of Applied Sciences

Papers

Total Citations

H-Index

About

Ilona Heldal’s research lies at the intersection of cognitive robotics, human-machine interaction, and distributed artificial intelligence. Her work explores how software engineering and AI can be harnessed to create more adaptive, collaborative systems—particularly in contexts where humans and machines must work together seamlessly. A key contribution is the CLIC framework (Cognitive, Learning, Interactive, and Collaborative), which she co-developed to enable distributed, on-demand human-machine cognitive systems. This framework addresses a critical gap in traditional AI: the inability to fluidly integrate human judgment with machine learning in real-time tasks. Her studies on cognitive robotics software development, including experiments with future software engineers, have informed how educational curricula can better prepare students for AI-driven industries. While her most-cited papers each hold 4 citations, their influence is growing as the fields of cognitive robotics and human-AI collaboration expand. Heldal’s work is particularly notable for its practical orientation—she bridges theoretical AI concepts with real-world software engineering challenges, making her research valuable for both academics and practitioners seeking to build more intelligent, responsive robotic systems.