piwik-script

Intern
    Data Science Chair

    Publications by Andreas Hotho

    These publications are hosted by BibSonomy.

    Leveraging publication metadata and social data into FolkRank for scientific publication recommendation

    Doerfel, Stephan; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd in Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web Seite 9--16 . New York, NY, USA , ACM , 2012 .

    The ever-growing flood of new scientific articles requires novel retrieval mechanisms. One means for mitigating this instance of the information overload phenomenon are collaborative tagging systems, that allow users to select, share and annotate references to publications. These systems employ recommendation algorithms to present to their users personalized lists of interesting and relevant publications. In this paper we analyze different ways to incorporate social data and metadata from collaborative tagging systems into the graph-based ranking algorithm FolkRank to utilize it for recommending scientific articles to users of the social bookmarking system BibSonomy. We compare the results to those of Collaborative Filtering, which has previously been applied for resource recommendation.
    Weitere Informationen
    DOIhttp://dx.doi.org/10.1145/2365934.2365937
    Tags 2012  bookmarking  folkrank  for:dmir  myown  recommender  social  sys:relevantfor:l3s  tagging