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
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;
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