Shizi Ma
Papers
1
Total Citations
3
H-Index
1
About
Shizi Ma is a pioneering researcher at the forefront of intelligent transportation systems, with a primary focus on the evolution from Cyber-Physical Transportation Systems (CPTS) to the more holistic Cyber-Physical-Social Transportation Systems (CPSTS). His most cited work, the 2023 perspective chapter on "Transportation 5.0," lays out a visionary framework for transforming the transportation industry as it moves from Industry 4.0 to Industry 5.0. In this chapter, Ma introduces parallel intelligence (PI) as the theoretical backbone of Transportation 5.0, leveraging concepts such as artificial societies, computational experiments, and parallel execution to create more adaptive, human-centric mobility solutions. Although early in its citation impact—with 3 citations to date—this work is gaining traction as a foundational reference for researchers exploring the social dimensions of autonomous and connected transport. Ma’s contributions are particularly notable for bridging technical infrastructure with human behavioral factors, offering a roadmap for safer, more efficient, and socially aware transportation networks. His research is essential reading for students and scholars interested in the next generation of smart mobility systems.
Research Focus
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Top Papers
- 1