Deutsch Intern
    Data Science Chair


    Publications by Andreas Hotho

    These publications are hosted by BibSonomy.

    Conceptual Clustering of Social Bookmarking Sites

    Grahl, Miranda; Hotho, Andreas; Stumme, Gerd in 7th International Conference on Knowledge Management (I-KNOW '07) page 356-364 . Graz, Austria , Know-Center , 2007 .

    Currently, social bookmarking systems provide intuitive support for browsing locally their content. A global view is usually presented by the tag cloud of the system, but it does not allow a conceptual drill-down, e. g., along a conceptual hierarchy. In this paper, we present a clustering approach for computing such a conceptual hierarchy for a given folksonomy. The hierarchy is complemented with ranked lists of users and resources most related to each cluster. The rankings are computed using our FolkRank algorithm. We have evaluated our approach on large scale data from the del.icio.us bookmarking system.
    Further Information
    Tags 2007  bookmarking  clustering  conceptual  folksonomy  for:dmir  kdubiq  myown  social  sosbuch  summerschool  tagging  taggingsurvey