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A Context Aware DVB Recommendation System based on Real-time Adjusted User Profiles  

Park, Young-Min (연세대학교 컴퓨터공학)
Cho, Sung-Bae (연세대학교 컴퓨터과학과)
Abstract
The previous study of Digital Broadcasting Recommendation system is based on user explicit profiling information. But user profile is always changing and the exact extraction of user profile is very important in recommendation system like Digital TV using many user interactions. This paper is studied of realtime user profiles aggregation through user remote controller input and matching this profiles with contents meta-data like contents genre information, event information, content viewing time. It is not used commercial database system and network communication solution considering embedded system hardware restriction. And it is considered people want different content genre based on watching time. From the results of this paper, there are improvement of user satisfaction of contents recommendation.
Keywords
Context Aware; Realtime Recommendation; User Profile; DVB Broadcasting;
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  • Reference
1 Hyoseop Shin, "Personalized Digital TV Content Recommendation with Integration of User Behavoir Profiling and Multimodal Content Rating," IEEE Transactions on Consumer Electronics, vol. 55, no.3, Aug. 2009.
2 European Standard (Telecommunications series). Digital Video Broadcasting (DVB) - specification for service information (SI) in dvb system, 2000.
3 Christian Uberall, "Recommendation Index For DVB Content Using Service Information," Multimedia and Expo (ICME), IEEE International Conference, 2009.
4 N.Good, J.B, "Combining collaborative filtering with personal agent for better recommendation," Proceedings of the Sixteenth National Conference on Artificial Intelligence (AAAI-99), pp.439-446, Jul. 1999.
5 C.Shin, W.Woo, Socially aware TV Program Recommender for Multiple Viewers, IEEE Transaction on Consumer Electronics, vol.55, no.2, pp.927-932, 2009.   DOI
6 Zhiwen Yu," Supporting Context Aware Media Recommendations for Smart Phone," IEEE Pervasive Computing, vol.5, no.3, pp.8-75, July-Sept. 2006.   DOI   ScienceOn
7 Dongmin Shin, "Conext-Aware Recommendation by Aggregation User Context," IEEE Conference on Commerce and Enterprise Computing, 2009.