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Information Retrieval in Folksonomies: Search and Ranking

, , , und . The Semantic Web: Research and Applications, Volume 4011 von LNAI, Seite 411-426. Heidelberg, Springer, (Juni 2006)

Zusammenfassung

Social bookmark tools are rapidly emerging on the Web. In suchsystems users are setting up lightweight conceptual structurescalled folksonomies. The reason for their immediate success is thefact that no specific skills are needed for participating. At themoment, however, the information retrieval support is limited. Wepresent a formal model and a new search algorithm for folksonomies,called FolkRank, that exploits the structure of thefolksonomy. The proposed algorithm is also applied to findcommunities within the folksonomy and is used to structure searchresults. All findings are demonstrated on a large scale dataset.

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