An Examination of Personal Mobility Patterns in Space and Time Using Twitter

被引:8
作者
Birkin, Mark [1 ]
Harland, Kirk [3 ]
Malleson, Nicolas [2 ]
Cross, Philip [3 ]
Clarke, Martin [4 ]
机构
[1] Univ Leeds, Sch Geog, Spatial Anal & Policy, Leeds, W Yorkshire, England
[2] Univ Leeds, Sch Geog, Geog Informat Syst, Leeds, W Yorkshire, England
[3] Univ Leeds, Sch Geog, Leeds, W Yorkshire, England
[4] Univ Leeds, Sch Geog, Geog Modelling, Leeds, W Yorkshire, England
关键词
Geodemographics; Mobility; Social Network; Spatial Analysis; Twitter;
D O I
10.4018/ijaeis.2014070104
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
New sources of data relating to personal mobility and activity patterns are now providing a unique opportunity to explore movement patterns at increasing scales of spatial and temporal refinement. In this article, a corpus of messages from the Twitter social networking platform are examined. An elementary classification of users is proposed on the basis of frequency of use in space and time. The behaviour of different user groups is investigated across small areas in the major conurbation of Leeds. Substantial variations can be detected in the configuration of individual networks. An interpretation of the patterns which result is provided in terms of the underlying demographic structures, and the basic form and function of the urban area.
引用
收藏
页码:55 / 72
页数:18
相关论文
共 40 条
[31]   Cohort description: The Northern Ireland Longitudinal Study (NILS) [J].
O'Reilly, Dermot ;
Rosato, Michael ;
Catney, Gemma ;
Johnston, Fiona ;
Brolly, Maire .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2012, 41 (03) :634-641
[32]  
Qu Y, 2013, P SIGCHI C HUM FACT, P395, DOI DOI 10.1145/2470654.2470711
[33]  
Qualman E., 2013, SOCIALNOMICS SOCIAL
[34]   Combining Census and Registration Data to Analyse Ethnic Migration Patterns in England from 1991 to 2007 [J].
Raymer, James ;
Smith, Peter W. F. ;
Giulietti, Corrado .
POPULATION SPACE AND PLACE, 2011, 17 (01) :73-88
[35]   The digital production gap: The digital divide and Web 2.0 collide [J].
Schradie, Jen .
POETICS, 2011, 39 (02) :145-168
[36]  
Telefonica, 2014, DYN INS SMART STEPS
[37]  
Thomas M., 2012, 122 U LEEDS SCH GEOG, V12
[38]  
Thompson C, 2010, 106 U LEEDS SCH GEOG
[39]   Creating the UK National Statistics 2001 output area classification [J].
Vickers, Dan ;
Rees, Phil .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2007, 170 :379-403
[40]  
Weiss MJ., 2000, CLUSTERED WORLD WE L