• DocumentCode
    2020825
  • Title

    MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction

  • Author

    Alabastro, P. ; Ang, M. ; DeGuzman, R. ; Muhi, M. ; Suarez, M.

  • Author_Institution
    Coll. of Comput. Studies, De La Salle Univ., Manila, Philippines
  • fYear
    2010
  • fDate
    16-18 Aug. 2010
  • Firstpage
    421
  • Lastpage
    426
  • Abstract
    Museums offer services to enhance its visitors´ tour experiences. Examples of these kinds of assistance are tour guides, film showings, and even the use of different technologies such as kiosks and audio systems. However, although these facilities provide interactive service, none of them offers personalized service. In this research, we studied the comparison of four major recommender system approaches: content-based, content-based with context, collaborative, and collaborative with context to provide personalized recommendations to museum visitors. Based on the result of the comparisons, we implemented a recommender system for a mobile museum guide called MyMuseum. In this paper, we discuss MyMuseum´s functionalities and compare them with other systems. We also present results of our testing and conclude that MyMuseum is a useful application that museum visitors can use during their tour.
  • Keywords
    content-based retrieval; groupware; human computer interaction; interactive systems; multimedia computing; museums; recommender systems; enriched human-system interaction; interactive service; mobile museum guide; museum visitors; personalized recommendation integration; recommender system; Accuracy; Art; Classification algorithms; Collaboration; Context; Measurement; Recommender systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Content, Multimedia Technology and its Applications (IDC), 2010 6th International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-7607-7
  • Electronic_ISBN
    978-8-9886-7827-5
  • Type

    conf

  • Filename
    5568902