A study of age and gender seen through mobile phone usage patterns in Mexico
; Blanc, Pablo
; Brea, Jorge Nicolás Otros responsables
Fecha
2014
Editorial
Institute of Electrical and Electronics Engineers
Revista
Título del libro
Nombre del evento
2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
Fecha del evento
2014-08-17
Institución organizadora
Institute of Electrical and Electronics Engineers
ISSN
eISSN
ISBN
978-1-4799-5877-1
Idioma
Inglés
Tipo del evento
Conferencia
Clasificación temática
Resumen
Mobile phone usage provides a wealth of information, which can be used to better understand the demographic structure of a population. In this paper we focus on the population of Mexican mobile phone users. Our first contribution is an observational study of mobile phone usage according to gender and age groups. We were able to detect significant differences in phone usage among different subgroups of the population. Our second contribution is to provide a novel methodology to predict demographic features (namely age and gender) of unlabeled users by leveraging individual calling patterns, as well as the structure of the communication graph. We provide details of the methodology and show experimental results on a real world dataset that involves millions of users.
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