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
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