Crossmark

Interpretable machine learning with SHAP predicts honest behavior from personality traits and physiological data

Published Online: 2026-03-13

Authors

Meng, Yu

Chen, Yihan

Zhang, Zhitong

Huang, Hanxi

Chen, Qiaolin

Peng, Zili

Zheng, Qunfei

Liu, Yiming
Funding

Funding for this research was provided by:

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Flight University of China (25CAFUC03007)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)

Civil Aviation Administration of China (MHJY2024040)
License Information

Text and Data Mining valid from 2026-03-13

Accepted Manuscript valid from 2026-03-13
More Information

Article History

Received: 26 December 2025

Accepted: 23 February 2026

First Online: 13 March 2026

Declarations

:

: The authors declare no competing interests.

Document is current