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

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 offer...

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Main Authors: Alabastro, Paolo Eduardo Carmelo C., Ang, Mary Jeanne C., De Guzman, Rigor L., Muhi, Marijo S., Suarez, Merlin Teodosia C.
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Published: Animo Repository 2010
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/510
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Institution: De La Salle University
id oai:animorepository.dlsu.edu.ph:faculty_research-1509
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-15092022-06-23T01:14:51Z MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction Alabastro, Paolo Eduardo Carmelo C. Ang, Mary Jeanne C. De Guzman, Rigor L. Muhi, Marijo S. Suarez, Merlin Teodosia C. 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. 2010-10-25T07:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/510 Faculty Research Work Animo Repository Information storage and retrieval systems—Museum exhibits Museum exhibits Human-computer interaction Computer Sciences Software Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Information storage and retrieval systems—Museum exhibits
Museum exhibits
Human-computer interaction
Computer Sciences
Software Engineering
spellingShingle Information storage and retrieval systems—Museum exhibits
Museum exhibits
Human-computer interaction
Computer Sciences
Software Engineering
Alabastro, Paolo Eduardo Carmelo C.
Ang, Mary Jeanne C.
De Guzman, Rigor L.
Muhi, Marijo S.
Suarez, Merlin Teodosia C.
MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
description 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.
format text
author Alabastro, Paolo Eduardo Carmelo C.
Ang, Mary Jeanne C.
De Guzman, Rigor L.
Muhi, Marijo S.
Suarez, Merlin Teodosia C.
author_facet Alabastro, Paolo Eduardo Carmelo C.
Ang, Mary Jeanne C.
De Guzman, Rigor L.
Muhi, Marijo S.
Suarez, Merlin Teodosia C.
author_sort Alabastro, Paolo Eduardo Carmelo C.
title MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
title_short MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
title_full MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
title_fullStr MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
title_full_unstemmed MyMuseum: Integrating personalized recommendation and multimedia for enriched human-system interaction
title_sort mymuseum: integrating personalized recommendation and multimedia for enriched human-system interaction
publisher Animo Repository
publishDate 2010
url https://animorepository.dlsu.edu.ph/faculty_research/510
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