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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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 |
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Information storage and retrieval systems—Museum exhibits Museum exhibits Human-computer interaction Computer Sciences Software Engineering |
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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 |
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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. |
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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 |
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Animo Repository |
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2010 |
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https://animorepository.dlsu.edu.ph/faculty_research/510 |
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1736864200425209856 |