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Sarraute, C.; Blanc, P.; Burroni, J.; Ester M.; Xu G.; Wu X.; Wu X.; Association for Computing Machinery (ACM SIGKDD); IEEE Computer Society; IEEE TCDE; Springer; Tencent Internet and Society Institute; Venustech Information Technology Co., Ltd. "A study of age and gender seen through mobile phone usage patterns in Mexico" (2014) 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014:836-843
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Abstract:

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. © 2014 IEEE.

Registro:

Documento: Conferencia
Título:A study of age and gender seen through mobile phone usage patterns in Mexico
Autor:Sarraute, C.; Blanc, P.; Burroni, J.; Ester M.; Xu G.; Wu X.; Wu X.; Association for Computing Machinery (ACM SIGKDD); IEEE Computer Society; IEEE TCDE; Springer; Tencent Internet and Society Institute; Venustech Information Technology Co., Ltd.
Filiación:Grandata Labs, Argentina, Argentina
Mathematics Dept., FCEN, UBA, Argentina
Palabras clave:Cellular telephones; Mobile phones; Population statistics; Age groups; Communication graphs; Demographic features; Mobile phone usages; Mobile-phone users; Novel methodology; Observational study; Wealth of information; Telephone sets
Año:2014
Página de inicio:836
Página de fin:843
DOI: http://dx.doi.org/10.1109/ASONAM.2014.6921683
Título revista:2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014
Título revista abreviado:ASONAM - Proc. IEEE/ACM Int. Conf. Adv. Soc. Networks Anal. Min.
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97814799_v_n_p836_Sarraute

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Citas:

---------- APA ----------
Sarraute, C., Blanc, P., Burroni, J., Ester M., Xu G., Wu X., Wu X.,..., Association for Computing Machinery (ACM SIGKDD); IEEE Computer Society; IEEE TCDE; Springer; Tencent Internet and Society Institute; Venustech Information Technology Co., Ltd. (2014) . A study of age and gender seen through mobile phone usage patterns in Mexico. 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, 836-843.
http://dx.doi.org/10.1109/ASONAM.2014.6921683
---------- CHICAGO ----------
Sarraute, C., Blanc, P., Burroni, J., Ester M., Xu G., Wu X., et al. "A study of age and gender seen through mobile phone usage patterns in Mexico" . 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014 (2014) : 836-843.
http://dx.doi.org/10.1109/ASONAM.2014.6921683
---------- MLA ----------
Sarraute, C., Blanc, P., Burroni, J., Ester M., Xu G., Wu X., et al. "A study of age and gender seen through mobile phone usage patterns in Mexico" . 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, 2014, pp. 836-843.
http://dx.doi.org/10.1109/ASONAM.2014.6921683
---------- VANCOUVER ----------
Sarraute, C., Blanc, P., Burroni, J., Ester M., Xu G., Wu X., et al. A study of age and gender seen through mobile phone usage patterns in Mexico. ASONAM - Proc. IEEE/ACM Int. Conf. Adv. Soc. Networks Anal. Min. 2014:836-843.
http://dx.doi.org/10.1109/ASONAM.2014.6921683