Big Data Techniques Utilization in Intelligent Transportation System Environment
摘要
Intelligent transportation systems (ITS) research is increasingly focusing on big data, as seen in numerous global projects. A lot of data will be generated by intelligent transportation systems. The creation and usage of intelligent transportation systems (ITS) will be significantly impacted by big data, which will lead to their safer use and increase of efficiency. The utilization of inferences drawn using analysis performed on big data in ITS is flourishing. Initial part of the paper includes discussion around parameters of Big Data in the context of ITS. Then a system model for Big Data analytics aimed at ITS along with different entities of different planes is discussed. The different phases of Big Data analytic process are discussed in detail along with existing work done in the domain. The final section of this paper discusses some unresolved issues with analysis of big data in ITS.