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Bookmark recommendation in social bookmarking services using Wikipedia
Abstract Social bookmarking systems allow users to Social bookmarking systems allow users to attach freely chosen keywords as tags to bookmarks of web pages. These tags are used to recommend relevant bookmarks to other users. However, there is no guarantee that every user get enough bookmark recommended, because of the diversity of tags. In this paper, we propose a personalized recommender system using Wikipedia. Our system extends a tag set to find similar users and relevant bookmarks by using the Wikipedia category database. The experimental results show that significant increase of relevant bookmarks recommended without notable increase of the noise.ded without notable increase of the noise.
Abstractsub Social bookmarking systems allow users to Social bookmarking systems allow users to attach freely chosen keywords as tags to bookmarks of web pages. These tags are used to recommend relevant bookmarks to other users. However, there is no guarantee that every user get enough bookmark recommended, because of the diversity of tags. In this paper, we propose a personalized recommender system using Wikipedia. Our system extends a tag set to find similar users and relevant bookmarks by using the Wikipedia category database. The experimental results show that significant increase of relevant bookmarks recommended without notable increase of the noise.ded without notable increase of the noise.
Bibtextype inproceedings  +
Doi 10.1109/ICIS.2013.6607898  +
Has author Yoshida T. + , Inoue U. +
Has extra keyword Algrorithm + , Folksonomies + , Personalized recommender systems + , Recommender + , Social bookmarking + , Wikipedia + , Information science + , Semantic web +
Has keyword Algrorithm + , Folksonomy + , Recommender +
Isbn 9781479901746  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 551–552  +
Published in 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, ICIS 2013 - Proceedings +
Title Bookmark recommendation in social bookmarking services using Wikipedia +
Type conference paper  +
Year 2013 +
Creation dateThis property is a special property in this wiki. 6 November 2014 16:05:49  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 16:05:49  +
DateThis property is a special property in this wiki. 2013  +
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