한국산학기술학회:학술대회논문집 (Proceedings of the KAIS Fall Conference)
- 한국산학기술학회 2003년도 Proceeding
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- Pages.113-117
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- 2003
L-PRS: A Location-based Personalized Recommender System
- Kim, Taek-hun (Department of Computer Science, Yonsei University) ;
- Song, Jin-woo (Department of Computer Science, Yonsei University) ;
- Yang, Sung-bong (Department of Computer Science, Yonsei University)
- 발행 : 2003.11.01
초록
As the wireless communication technology advances rapidly, a personalization technology can be incorporated with the mobile Internet environment, which is based on location-based services to support more accurate personalized services. A location-based personalized recommender system is one of the essential technologies of the location-based application services, and is also a crucial technology for the ubiquitous environment. In this paper we propose a framework of a location-based personalized recommender system for the mobile Internet environment. The proposed system consists of three modules the interface module, the neighbor selection module and the prediction and recommendation module. The proposed system incorporates the concept of the recommendation system in the Electronic Commerce along with that of the mobile devices for possible expansion of services on the mobile devices. Finally a service scenario for entertainment recommendation based on the proposed recommender system is described.