DocumentCode :
2126274
Title :
Preference Element Selectable Interactive Recommender System by Employing Collaborative Filtering
Author :
Oh, Jung-Min ; Song, Ju-Hong ; Moon, Nam-Mee
Author_Institution :
Dept of IT App. Tech. GSV, Hoseo Univ., Seoul, South Korea
fYear :
2010
fDate :
11-13 Aug. 2010
Firstpage :
1
Lastpage :
6
Abstract :
Mobile device has to provide more accurate and personalized information because of a small screen and a limited function of information retrieval. This paper presents a user-selectable recommender system that reflects user interests groups by employing collaborative filtering as a technique to provide useful information in a mobile environment. We form similar user groups by simultaneously considering users´ information with preferences and demographic characteristics. Then we construct list of recommenders by user´s selection. This means that we provide an interactive and flexible recommender list that considers user´s intention more actively, rather than unilaterally. Finally, we show the realization of a prototype that is based on iPhone.
Keywords :
groupware; information filtering; recommender systems; demographic characteristics; employing collaborative filtering; information retrieval; mobile environment; preference element selectable interactive recommender system; Collaboration; Correlation; Motion pictures; Nearest neighbor searches; Prototypes; Recommender systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Ubiquitous Engineering (MUE), 2010 4th International Conference on
Conference_Location :
Cebu
Print_ISBN :
978-1-4244-7563-6
Type :
conf
DOI :
10.1109/MUE.2010.5575080
Filename :
5575080
Link To Document :
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