PUMA publications for /user/benz/www2006https://puma.uni-kassel.de/user/benz/www2006PUMA RSS feed for /user/benz/www20062024-03-29T05:56:18+01:00Automatic Bookmark Classification - A Collaborative Approachhttps://puma.uni-kassel.de/bibtex/29d685c05008804a45b72a43586777b3b/benzbenz2011-02-04T16:09:26+01:00studienarbeit www2006 2006 myown iwi itegpub <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dominik Benz" itemprop="url" href="/author/Dominik%20Benz"><span itemprop="name">D. Benz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Karen H. L. Tso" itemprop="url" href="/author/Karen%20H.%20L.%20Tso"><span itemprop="name">K. Tso</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lars Schmidt-Thieme" itemprop="url" href="/author/Lars%20Schmidt-Thieme"><span itemprop="name">L. Schmidt-Thieme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the 2nd Workshop in Innovations in Web Infrastructure (IWI2) at WWW2006</span>, </em></span><em>Edinburgh, Scotland, </em>(<em><span>Mai 2006<meta content="Mai 2006" itemprop="datePublished"/></span></em>)<em>isbn = 085432853X.</em>Fri Feb 04 16:09:26 CET 2011Edinburgh, ScotlandProceedings of the 2nd Workshop in Innovations in Web Infrastructure (IWI2) at WWW2006Mayisbn = {085432853X}Automatic Bookmark Classification - A Collaborative Approach2006studienarbeit www2006 2006 myown iwi itegpub Bookmarks (or Favorites, Hotlists) are a popular strategy to relocate interesting websites on the WWW by creating a personalized local URL repository. Most current browsers offer a facility to store and manage bookmarks in a hierarchy of folders; though, with growing size, users reportedly have trouble to create and maintain a stable taxonomy. This paper presents a novel collaborative approach to ease bookmark management, especially the “classification�? of new bookmarks into a folder. We propose a methodology to realize the collaborative classification idea of considering how similar users have classified a bookmark. A combination of nearest-neighbour-classifiers is used to derive a recommendation from similar users on where to store a new bookmark. Additionally, a procedure to generate keyword recommendations is proposed to ease the annotation of new bookmarks. A prototype system called CariBo has been implemented as a plugin of the central bookmark server software SiteBar. A case study conducted with real user data supports the validity of the approach.