Personalized resource search by tag-based user profile and resource profile

Yi CAI*, Qing LI, Haoran XIE, Lijuan YU

*Corresponding author for this work

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)peer-review

16 Citations (Scopus)

Abstract

With the increase of media-sharing web sites such as YouTube and Flickr, there are more and more shared multimedia resources on the Web. Multimedia search becomes more important and challenging, as users demand higher retrieval quality. To achieve this goal, multimedia search needs to take users' personalized information into consideration. Collaborative tagging systems allow users to annotate resources with their own tags, which provide a simple but powerful way for organizing, retrieving and sharing different types of social media. The user profiles obtained from collaborative tagging systems should be very useful for resource retrieval. In this paper, we propose a new method to model user profiles and resource profiles from wider perspectives and apply them to personalized resource search in a collaborative tagging environment. We implement a prototype system named as FMRS. Experiments in FMRS show that our proposed method outperforms baseline methods.

Original languageEnglish
Title of host publicationWeb Information Systems Engineering, WISE 2010 - 11th International Conference, Proceedings
EditorsLei CHEN, Peter TRIANTAFILLOU, Torsten SUEL
Place of PublicationBerlin
PublisherSpringer
Pages510-523
Number of pages14
ISBN (Print)9783642176159
DOIs
Publication statusPublished - 2010
Externally publishedYes
Event11th International Conference on Web Information Systems Engineering - Hong Kong, China
Duration: 12 Dec 201014 Dec 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6488 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Conference on Web Information Systems Engineering
Abbreviated titleWISE 2010
CountryChina
CityHong Kong
Period12/12/1014/12/10

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