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Design of a Recommender System for Mobile Tourism Multimedia Selection
Robert P. Biuk-Aghai; Simon Fong; Yain-Whar Si
2008-12-01
Conference NameIMSAA'08 - 2nd International Conference on Internet Multimedia Services Architecture and Application
Source Publication2008 2nd International Conference on Internet Multimedia Services Architecture and Applications
Conference Date10-12 Dec. 2008
Conference PlaceBangalore, India
PublisherIEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Abstract

Applications that deliver multimedia content to and display such content on mobile devices have become increasingly common in recent years. When faced with a large amount of content, unfamiliar users can make use of each others' recommendations, through recommender systems, to find content of interest to them. As a case in point we present the design of a recommender system that can be used by tourists to request a travel itinerary, and subsequently browse multimedia content for each recommended tourist spot. The techniques combined in our recommender system include genetic algorithms and fuzzy logic. Recommendations are chosen to match a user profile based on a user's personal preferences. Our system design has wide applicability in multimedia systems where the user requires assistance in content selection.

KeywordFuzzy Logic Genetic Algorithm Multimedia Recommender System Tourist Application
DOIhttps://doi.org/10.1109/IMSAA.2008.4753931
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Hardware & Architecture ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000264877600027
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Citation statistics
Cited Times [WOS]:15   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
AffiliationDepartment of Computer and Information Science, Faculty of Science and Technology, University of Macau, Taipa, Macau
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Robert P. Biuk-Aghai,Simon Fong,Yain-Whar Si. Design of a Recommender System for Mobile Tourism Multimedia Selection[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA,2008.
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