TY - GEN
T1 - TV program recommender using user authentication on middleware Ginga
AU - Crespo, Jorge
AU - Tello, Andres
AU - Saquicela, Victor
AU - Palacio-Baus, Kenneth
AU - Espinoza, Mauricio
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2018/1/4
Y1 - 2018/1/4
N2 - The system proposed in this article aims to identify and recognize television users with the objective of offering personalized television programming. In this setting, the authentication and recommendation mechanisms used require to collect the necessary information in an implicit manner as much as possible, such that the leisure and entertainment objectives this broadcasting medium brings are not interrupted. The design proposed for the implementation of the interactive application uses an authentication process based on facial recognition and a recommendation algorithm based on contextual information, which is mainly implicitly captured. Experimental obtained results show that the system offers more accurate recommendations when the user exhibits a habitual behavior; e.g. watching TV programs of a same category in a specific channel and schedule.
AB - The system proposed in this article aims to identify and recognize television users with the objective of offering personalized television programming. In this setting, the authentication and recommendation mechanisms used require to collect the necessary information in an implicit manner as much as possible, such that the leisure and entertainment objectives this broadcasting medium brings are not interrupted. The design proposed for the implementation of the interactive application uses an authentication process based on facial recognition and a recommendation algorithm based on contextual information, which is mainly implicitly captured. Experimental obtained results show that the system offers more accurate recommendations when the user exhibits a habitual behavior; e.g. watching TV programs of a same category in a specific channel and schedule.
KW - digital TV
KW - recommender system
KW - user authentication
UR - https://www.scopus.com/pages/publications/85045763472
U2 - 10.1109/ETCM.2017.8247471
DO - 10.1109/ETCM.2017.8247471
M3 - Contribución a la conferencia
AN - SCOPUS:85045763472
T3 - 2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
SP - 1
EP - 6
BT - 2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd IEEE Ecuador Technical Chapters Meeting, ETCM 2017
Y2 - 16 October 2017 through 20 October 2017
ER -