INTEGRATED DATA PLATFORM FOR EFFICIENT MANAGEMENT OF CIVIL INFRASTRUCTURE FOR DATA SCIENCE

Abstract

The objective of this paper is to present the process of data science in the field of infrastructure management. In this paper, we describe the method of analysis, the viewpoint of interpreting analysis results, and the viewpoint of evaluating the business improvement effect, which are essential for every data science process. We also discuss a list of cases in which the results of data science processes are utilized for infrastructural management operations. In addition, we describe the system architecture, pre-processing of data, and inquiry processing while using data on the proposed data-utilization platform that can rapidly process various types of data. Furthermore, in this paper, we discuss aspects such as accelerating data visualization, analysis, and data science trials by employing the proposed data-utilization platform.