DocumentCode :
3772412
Title :
A Framework of Analyzing Border Crossing Transportation Data
Author :
Haibo Wang;Da Huo;Yaquan Xu
Author_Institution :
Sanchez Sch. of Bus., Texas A&
fYear :
2015
Firstpage :
1122
Lastpage :
1127
Abstract :
In this paper, authors present a framework on developing a comprehensive system to analyze border crossing transportation using an open-source meta-data acquisition and aggregation tool. It is a platform integration approach based on Hadoop, MapReduce and MongoDB to consolidate databases from both U. S. and Mexico. We design data-driven XML schema for tagging the data entries from different sources with different formats, and implement a package using open-source software R to aggregate XML-transformed data into time and space dimensions. Then the transformed data is analyzed by a Difference-in-Difference (DiD) estimation model to understand the behavior of border crossing transportation.
Keywords :
"Transportation","Economics","XML","Estimation","Data models","Open source software"
Publisher :
ieee
Conference_Titel :
Smart City/SocialCom/SustainCom (SmartCity), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/SmartCity.2015.220
Filename :
7463875
Link To Document :
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