Title :
Personalized TV-program recommendations based on life log
Author :
Nakamura, Yukihiro ; Itou, Tatsuaki ; Tezuka, Hirohisa ; Ishihara, Tatsuya ; Abe, Masanobu
Author_Institution :
NTT Cyber Solutions Labs., NTT Corp., Yokosuka, Japan
Abstract :
To improve the quality and timeliness of TV program recommendations, a recommendation system that uses life log data such as browsing histories on WEB, locations visited, operation history of consumer electronics, and personal scheduler on PC is proposed. A subjective experiment shows that life log data is effective in improving the quality of program recommendations.
Keywords :
Internet; consumer electronics; data mining; digital television; multimedia systems; recommender systems; PC personal scheduler; Web browsing history; consumer electronic operation history; life log data; personalized TV-program recommendation; recommendation system; Broadcast technology; Consumer electronics; Data acquisition; Global Positioning System; History; Home automation; Network servers; Prototypes; Sensor systems; TV broadcasting;
Conference_Titel :
Consumer Electronics (ICCE), 2010 Digest of Technical Papers International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-4314-7
Electronic_ISBN :
978-1-4244-4316-1
DOI :
10.1109/ICCE.2010.5418741
