Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models

Yunhan Zheng, Shenhao Wang, Jinhua Zhao

Although researchers increasingly adopt machine learning to model travel behavior, they predominantly focus on prediction accuracy, ignoring the ethical challenges embedded in mach…