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Allamanis, M., Scellato, S. and Mascolo, C. (2012) Evolution of a Location-Based Online Social Network: Analysis and models. Proceedings of the 2012 ACM Conference on Internet Measurement Conference, ACM, New York, 145-158. http://dx.doi.org/10.1145/2398776.2398793

has been cited by the following article:

• TITLE: Spatial Analysis of Location-Based Social Networks in Seoul, Korea

  AUTHORS: Ilyoung Hong

  KEYWORDS: LBSN, Spatial Analysis, Foursquare

  JOURNAL NAME: Journal of Geographic Information System, Vol.7 No.3, May 20, 2015

  ABSTRACT: The purpose of this study is to analyze the spatial patterns of location-based social network (LBSN) data in Seoul using the spatial analysis techniques of geographic information system (GIS). The study explores the applications of LBSN data by analyzing the association between Seoul’s Foursquare venues data created based on user participation and the city’s characteristics. The data regarding Foursquare venues were compiled with a program we created based on Foursquare’s Python API. The compiled information was converted into GIS data, which in turn was depicted as a heat map. Cluster analysis was then performed based on hotspots and the correlation with census variables was analyzed for each administrative unit using geographically weighted regression (GWR). Based on analytical results, we were able to identify venue clusters around city centers, as well as differences in hotspots for various venue categories and correlations with census variables.