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Personalized Recommender systems intergrating tags and item taxonomy

Liang, Huizhi (Elly); Xu, Yue; Lu, Yuefeng

Description

Tags in Web 2.0 are becoming another important information source to profile users' interests and preferences to make personalized recommendations. To solve the problem of low information sharing caused by the free-style vocabulary of tags and the long tails of the distribution of tags and items, this paper proposes an approach to integrate the social tags given by users and the item taxonomy with standard vocabulary and hierarchical structure provided by experts to make personalized...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Journal article
URI: http://hdl.handle.net/1885/30881
Source: Web Intelligence and Agent Systems: An International Journal
DOI: 10.3233/WIA-2012-0246

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