A survey of results on mobile phone datasets analysis

被引：0
作者：
Vincent D Blondel
Adeline Decuyper
Gautier Krings
机构：
[1] Université catholique de Louvain,Department of Applied Mathematics
[2] Real Impact Analytics,undefined
来源：
EPJ Data Science | / 4卷
关键词：
mobile phone datasets; big data analysis; data mining; social networks; temporal networks; geographical networks;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, we review some advances made recently in the study of mobile phone datasets. This area of research has emerged a decade ago, with the increasing availability of large-scale anonymized datasets, and has grown into a stand-alone topic. We survey the contributions made so far on the social networks that can be constructed with such data, the study of personal mobility, geographical partitioning, urban planning, and help towards development as well as security and privacy issues.
引用
收藏
相关论文
共 469 条
  • [1] Kwok R(2009)Personal technology: phoning in data Nature 458 959-961
  • [2] Eagle N(2006)Reality mining: sensing complex social systems Pers Ubiquitous Comput 10 255-268
  • [3] Pentland A(2014)Measuring large-scale social networks with high resolution PLoS ONE 9 5317-5325
  • [4] Stopczynski A(2008)Geographical dispersal of mobile communication networks Physica A 387 7332-7336
  • [5] Sekara V(2007)Structure and tie strengths in mobile communication networks Proc Natl Acad Sci USA 104 234-252
  • [6] Sapiezynski P(2014)Statistically validated mobile communication networks: evolution of motifs in European and Chinese data New J Phys 16 138-151
  • [7] Cuttone A(2010)An empirical analysis of mobile voice service and SMS: a structural model Manag Sci 56 281-298
  • [8] Madsen MM(2011)Reciprocity of mobile phone calls JDySES 2 412-413
  • [9] Larsen JE(2012)The socio-demographics of texting: an analysis of traffic data New Media Soc 14 440-442
  • [10] Lehmann S(2009)Scale-free networks: a decade and beyond Science 325 661-703
12345678910