Xiaoyin Shang

Abstract Public transit networks are critical to urban systems, yet aligning fixed bus services with dynamic and spatially heterogeneous passenger demand remains challenging. This study develops a network-based framework to compare passenger demand and bus service from a community-structure perspective. Both networks are formulated within a directed weighted degree-corrected mixed-membership model.