• 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