TY - JOUR
T1 - Using Location-Based Social Media to Chart the Patterns of People Moving between Cities
T2 - The Case of Weibo-Users in the Yangtze River Delta
AU - Zhang, Weiyang
AU - Derudder, Ben
AU - Wang, Jianghao
AU - Shen, Wei
AU - Witlox, Frank
N1 - Publisher Copyright:
© 2016 The Society of Urban Technology.
PY - 2016/7/2
Y1 - 2016/7/2
N2 - Urban-geographical research using location-based social media (LBSM) has itself been characterized by uneven geographies in that most studies deal with Europe and North America. This implies a relative dearth of studies focusing on countries such as China, and this in spite of the country having the largest number of Internet users in the world. This paper proposes to address this lacuna by showing the research potential of LBSM services associated with Weibo, by far the most popular online social microblogging and networking service in China. To this end, we map inter-city connections within the Yangtze River Delta based on three million individuals’ space-time footprints derived from Weibo. Empirical results reveal that the inter-city connections derived from Weibo present both common and specific spatial patterns associated with inter-city travel. We find that a small percentage of cities and city-dyads constitute the backbone of this inter-city network. The dominant direction of individual flows tends to be from primary cities to sub-primary cities, and from peripheral cities to primary cities. In addition, city-dyad connectivities do not strictly follow cities’ positions in terms of their centralities in the hierarchical distribution. Furthermore, the effects of administrative boundaries and cities’ administrative level are significant. We benchmark these insights by re-examining our findings against the backdrop of polycentric developments in the Yangtze River Delta, which confirms the potential usefulness of LBSM data for analyzing urban-geographical patterns.
AB - Urban-geographical research using location-based social media (LBSM) has itself been characterized by uneven geographies in that most studies deal with Europe and North America. This implies a relative dearth of studies focusing on countries such as China, and this in spite of the country having the largest number of Internet users in the world. This paper proposes to address this lacuna by showing the research potential of LBSM services associated with Weibo, by far the most popular online social microblogging and networking service in China. To this end, we map inter-city connections within the Yangtze River Delta based on three million individuals’ space-time footprints derived from Weibo. Empirical results reveal that the inter-city connections derived from Weibo present both common and specific spatial patterns associated with inter-city travel. We find that a small percentage of cities and city-dyads constitute the backbone of this inter-city network. The dominant direction of individual flows tends to be from primary cities to sub-primary cities, and from peripheral cities to primary cities. In addition, city-dyad connectivities do not strictly follow cities’ positions in terms of their centralities in the hierarchical distribution. Furthermore, the effects of administrative boundaries and cities’ administrative level are significant. We benchmark these insights by re-examining our findings against the backdrop of polycentric developments in the Yangtze River Delta, which confirms the potential usefulness of LBSM data for analyzing urban-geographical patterns.
KW - China
KW - Weibo
KW - Yangtze River Delta
KW - inter-city connections
KW - polycentricity
KW - social media
UR - https://www.scopus.com/pages/publications/84990249824
U2 - 10.1080/10630732.2016.1177259
DO - 10.1080/10630732.2016.1177259
M3 - 文章
AN - SCOPUS:84990249824
SN - 1063-0732
VL - 23
SP - 91
EP - 111
JO - Journal of Urban Technology
JF - Journal of Urban Technology
IS - 3
ER -