Title
Implementation and customization of a smart mirror through a facial recognition authentication and a personalized news recommendation algorithm
Date Issued
09 April 2018
Access level
open access
Resource Type
conference paper
Author(s)
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
In recent years the advancement of technologies of information and communication (technology ICTs) have helped to improve the quality of people's lives. The paradigm of internet of things (IoT, Internet of things) presents innovative solutions that are changing the style of life of the people. Because of this proposes the implementation of a smart mirror as part of a system of home automation, with which we intend to optimize the time of people as they prepare to start their day. This device is constructed from a reflective glass, LCD monitor, a Raspberry Pi 3, a camera and a platform IoT oriented cloud computing, where the information is obtained to show in the mirror, through the consumption of web services. The information is customizable thanks to a mobile application, which in turn allows the user photos to access the mirror, using authentication with facial recognition and user information to predict the news to show according to your profile. In addition, as part of the idea of providing the user a personalized experience, the Smart Mirror incorporates a news recommendation algorithm, implemented using a predictive model, which uses the algorithm, naive bayes.
Start page
35
End page
39
Volume
2018-January
Language
English
OCDE Knowledge area
Ciencias de la Información
Informática y Ciencias de la Información
Ingeniería eléctrica, Ingeniería electrónica
Subjects
Scopus EID
2-s2.0-85048888029
Resource of which it is part
Proceedings - 13th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2017
ISBN of the container
9781538642832
Conference
Volume 2018-January, Pages 35 - 392 July 2017 13th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2017 Jaipur 4 December 2017 through 7 December 2017
Sources of information:
Directorio de Producción Científica
Scopus