DocumentCode :
243768
Title :
Estimating the Distribution of Economy Activity: A Case Study in Jiangsu Province (China) Using Large Scale Social Network Data
Author :
Chang Xiaomeng ; Lu Guozhen ; Yue Yang ; Li Qingquan
Author_Institution :
State key Lab. of Inf. Eng. in Surveying, Wuhan Univ. Wuhan, Wuhan, China
fYear :
2014
fDate :
14-14 Dec. 2014
Firstpage :
1126
Lastpage :
1134
Abstract :
Understanding the spatial distribution of human social-economic activities helps marketing, policy making, planning, and government management. With rapid growing of internet, communication technology and the high penetration of mobile phones, massive activity data is collected from people daily life, giving us an opportunity to estimate the national distribution of human activities. This paper proposed a human-sensing approach to estimate the spatial distribution of economic activity derived from the mass of human mobility data. Comparisons with the economic activity estimation method based on a remote-sensing technology (i.e., Night-time light imagery) are analyzed. The results indicated that human mobility and activity data is a good indicator to model the high-resolution economic activity.
Keywords :
Internet; economics; mobile computing; social networking (online); social sciences computing; China; Internet; Jiangsu province; communication technology; economy activity; government management; human activities; human social-economic activities; human-sensing approach; marketing; mobile phones; national distribution estimation; planning; policy making; social network data; spatial distribution estimation; Correlation; Economic indicators; Indexes; Industries; Sociology; Gross Domestic Product (GDP); Tencent QQ; economic activity; human mobility; social network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Mining Workshop (ICDMW), 2014 IEEE International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4799-4275-6
Type :
conf
DOI :
10.1109/ICDMW.2014.145
Filename :
7022722
Link To Document :
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