An integrated framework for eye tracking-assisted task capability recognition of air traffic controllers with machine learning

• Main Authors: Liu, Bufan, Lye, Sun Woh, Zakaria, Zainuddin
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Air traffic controllers; Task capability; Eye movement; Parameter importance; Machine learning
• Online Access: https://hdl.handle.net/10356/180776
• Institution: Nanyang Technological University

To effectively address the continuously increasing demands of air transport, air traffic management (ATM) systems are evolving towards a human-artificial intelligence (AI) hybrid automation paradigm. In this paradigm, air traffic controllers (ATCOs) play a crucial role in ensuring safe and efficient...