Funding for this research was provided by:
National Natural Science Foundation of China (62106269)
Article History
Accepted: 30 September 2024
First Online: 7 January 2025
Declarations
:
: The authors declare that they have no conflicts of interest.
: The dataset used in this study includes publicly available IBM Causal Inference Benchmarking Dataset, IHDP Dataset and real pilot operation data. For public datasets, we follow their open license agreement. As for the real operation dataset of pilots, it includes biological measurement data such as control inputs, facial features, and EEG of pilots on the simulator. The collection and use of this dataset were conducted with the informed consent of all relevant pilots, which is in compliance with the ethical requirements of biological behavior research. All pilot identity information has been de identified in the dataset. We promise to use the dataset only for academic analysis and research, and not for any commercial purposes. We will take measures to protect the privacy of pilots.