The role of transportation technology in urban traffic management is significant, but there is a problem with low planning accuracy. The static planning method cannot solve the problem of urban traffic management in urban construction, and there are fewer urban traffic management indicators. In today's era of rapid development of Informa ionization and intelligence, intelligent recommendation algorithm moistens every corner of the transportation industry like a clear spring. With its unique data insight and accurate matching ability, it is gradually reshaping our travel mode, relieving traffic pressure, improving urban operation efficiency, and even improving our expectations for future traffic.