Title :
Smart home user´s behavior prediction
Author :
Vavilov, Dmitry ; Melezhik, Alexey ; Platonov, Ivan
Author_Institution :
T-Syst., St. Petersburg, Russia
Abstract :
Modern Smart Home solutions can be generally classified as sensor-based or user-directive based. Prediction of the User Behavior is a very promising approach because it improves usability of Smart Home devices critical for their future expansion. It requires an effective enough, cheap, flexible, and easy implemented algorithms. Such “light” algorithms previously developed for predicting of TV viewer activities could be easily adapted for Smart Home devices programming.
Keywords :
consumer behaviour; home automation; recommender systems; TV viewer activities prediction; light algorithms; modern smart home solutions; sensor-based; smart home devices programming; user behavior prediction; user-directive based; Algorithm design and analysis; Home appliances; Lighting; Prediction algorithms; Smart homes; TV; Usability; cyclicality of user activities; prediction techniques; recommender system; usability;
Conference_Titel :
Consumer Electronics ?? Berlin (ICCE-Berlin), 2013. ICCEBerlin 2013. IEEE Third International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1411-1
DOI :
10.1109/ICCE-Berlin.2013.6697984
