Title :
A channel recommendation system in mobile environment
Author :
Park, Sungjoon ; Kang, Sanggil ; Kim, Young-Kuk
Author_Institution :
Dept. of Mobile Game, Kongju Commun. & Arts Coll., Chungnam, South Korea
Abstract :
Digital multimedia broadcasting service has been at the center of developing issues in mobile environment. In contrast to traditional multimedia broadcasting systems, mobile devices have limit of information handling capacity. In order to solve the problem, this paper presents a personalized channel recommendation system at client side in mobile environment. The system includes four modules: client manager agent, monitoring agent, data preparation agent and recommendation agent. Within the recommendation agent, we develop a recommendation algorithm using users´ preference transitions for the channels. Also, we design and implement the prototype system on the wireless Internet platform for interoperability. In the experiment, we compare the proposed algorithm with a conventional method. The experimental results show that the proposed recommendation system can provide better performance than the conventional method.
Keywords :
Internet; mobile radio; multimedia communication; open systems; telecommunication channels; channel recommendation system; client manager agent; data preparation agent; digital multimedia broadcasting service; mobile environment; monitoring agent; recommendation agent; wireless Internet platform; Bandwidth; Collaborative work; Digital multimedia broadcasting; Filtering; Internet; Mobile communication; Multimedia communication; Multimedia systems; Network servers; Prototypes;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2006.1605022