Title :
CubeView: a system for traffic data visualization
Author :
Shekhar, Shashi ; Lu, C.T. ; Liu, R. ; Zhou, C.
Author_Institution :
Comput. Sci. Dept., Minnesota Univ., Minneapolis, MN, USA
Abstract :
Due to the huge amounts of data being stored in traffic and transportation databases as well as many other information repositories, traffic data visualization is receiving substantial interest from both academia and industry. The Minneapolis-St. Paul (Twin-Cities) traffic archival stores sensor network measurements collected from the freeway system in the Twin-Cities metropolitan area. In this paper, we present a web-based visualization package for observing rapid summarization of major trends. In the underlying database, we modeled the traffic data as a multi-dimensional data warehouse to facilitate the on-line query processing used in the visualization software. We also discuss some research issues in mining traffic and transportation data.
Keywords :
data mining; data visualisation; data warehouses; traffic information systems; CubeView; Twin-Cities metropolitan area; data warehouse; freeway system; on-line query processing; traffic; traffic data; traffic data visualization; traffic database; transportation; visualization; Area measurement; Data visualization; Data warehouses; Packaging; Sensor systems; Telecommunication traffic; Traffic control; Transportation; Urban areas; Visual databases;
Conference_Titel :
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN :
0-7803-7389-8
DOI :
10.1109/ITSC.2002.1041299