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In the field of world urban transportation theory, gradual advancements have overshadowed breakthroughs for decades. However, in the field of China’s urban transportation, the specific progress has been dominated by technology application rather than the contribution of doctrine revolution over the years. For this reason, the concept of big data rapidly triggers upsurging research enthusiasm. Although China keeps abreast of big data research together with the rest of the world in the transportation sphere, China would still “fall behind at the starting line” in the race of technological innovation if no profound insights are gained into the budding doctrine revolution.