Perfil de Uso de Aplicativos Móveis: Caracterização e Aplicações

  • Augusto C. S. A. Domingues
  • Fabrício A. Silva
  • Thais Regina M. B. Silva
  • Antonio A. F. Loureiro

Resumo


The large amount of data generated by the advances of mobile technology makes the service providers get more and more interested in collecting and analyzing it. In this study, we investigate for the first time a real and largescale dataset related to the use of mobile applications to identify patterns of access, data traffic, period of use, and transition among services. The characterization results reveal that different services are consumed differently by their users. In addition to the characterization, the contributions of this work are two-fold. First, we propose and validate a synthetic data generator that can be used by other researchers. Also, we evaluate which metrics affect the prediction of the next application to be launched, reducing then the users' waiting time.
Publicado
10/05/2018
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DOMINGUES, Augusto C. S. A.; SILVA, Fabrício A.; SILVA, Thais Regina M. B.; LOUREIRO, Antonio A. F.. Perfil de Uso de Aplicativos Móveis: Caracterização e Aplicações. In: SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 36. , 2018, Campos do Jordão. Anais do XXXVI Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos. Porto Alegre: Sociedade Brasileira de Computação, may 2018 . ISSN 2177-9384.