TY - GEN
T1 - Implementation and customization of a smart mirror through a facial recognition authentication and a personalized news recommendation algorithm
AU - Garcia, Ivette Cristina Araujo
AU - Salmon, Eduardo Rodrigo Linares
AU - Riega, Rosario Villalta
AU - Padilla, Alfredo Barrientos
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - 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.
AB - 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.
KW - Magic
KW - Mirror
KW - Recognition
KW - Recommendation
KW - Smart
UR - https://www.scopus.com/pages/publications/85048888029
U2 - 10.1109/SITIS.2017.17
DO - 10.1109/SITIS.2017.17
M3 - Contribución a la conferencia
AN - SCOPUS:85048888029
T3 - Proceedings - 13th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2017
SP - 35
EP - 39
BT - Proceedings - 13th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2017
A2 - Yetongnon, Kokou
A2 - Dipanda, Albert
A2 - Chbeir, Richard
A2 - Gallo, Luigi
A2 - Nain, Neeta
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2017
Y2 - 4 December 2017 through 7 December 2017
ER -