THE ROLE OF BIG DATA IN INTELLIGENT TRANSPORT SYSTEMS
Keywords:
Big Data, Intelligent Transport Systems, Traffic Management, Safety, Efficiency.Abstract
Intelligent transport systems (ITS) are revolutionizing the way we move and interact with transportation. With the advent of big data, ITS has gained significant momentum, as it offers vast opportunities for data-driven decision-making and optimization of transport systems. In this article, we explore the role of big data in ITS, including how it is collected, processed, and analyzed to improve various aspects of transportation, such as traffic management, safety, efficiency, and sustainability. We also discuss the challenges and future prospects of big data in ITS, highlighting the need for robust data governance and privacy protection. The article concludes with insights on the potential of big data in shaping the future of transportation and transforming our cities’ mobility landscape.
References
Abdi, H., Khademolhosseini, M., & Alizadeh, M. (2017). Big data analytics for intelligent transportation systems: Algorithmic and practical aspects. Transportation Research Part C: Emerging Technologies, 77, 358-380.
Chen, M., Ma, Y., Zhang, Y., & Wu, J. (2018). Big data in intelligent transportation systems: a survey. IEEE Transactions on Intelligent Transportation Systems, 19(12), 3935-3950.
Kaul, S., Arora, A., & Goyal, L. M. (2018). Big data analytics in intelligent transportation systems: A systematic review. IEEE Access, 6, 45461-45473.
Yang, L., Zhou, X., & Huang, W. (2018). Big data analytics for intelligent transportation systems: A survey. Journal of Ambient Intelligence and Humanized Computing, 9(3), 851-870.
Zhan, Q., Liu, Y., Li, X., Li, B., & Zhang, X. (2019). Big data in intelligent transportation systems: From traffic data to driving behaviors. IEEE Transactions on Intelligent Transportation Systems, 20(10), 3697-3711.
Wang, D., Pedersen, T. B., & Zhang, X. (2016). Transportation big data: Applications, limitations and implications. Journal of Transport Geography, 51, 99-111.
Wu, J., Wu, L., & Yin, H. (2018). The role of big data in smart city. International Journal of Information Management, 43, 146-153.
Zhang, Y., Zheng, Y., & Li, X. (2017). Big data and transportation analysis: The present and future. Transportation Research Part C: Emerging Technologies, 79, 219-235.
