@article{benz07-supporting, title = {Suppporting Collaborative Hierarchical Classification: Bookmarks as an Example}, author = {Dominik Benz and Karen H. L. Tso and Lars Schmidt-Thieme}, journal = {Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure}, number = {16}, pages = {4574--4585}, url = {http://dx.doi.org/10.1016/j.comnet.2007.06.014}, volume = {51}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2672348691746d55cd7eb05022ed91ef9/dbenz_test}, abstract = {Bookmarks (or favorites, hotlists) are popular strategies to relocate interesting websites on the WWW by creating a personalized URL repository. Most current browsers offer a facility to locally store and manage bookmarks in a hierarchy of folders; though, with growing size, users reportedly have trouble to create and maintain a stable organization structure. 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-neighbor-classifiers is used to derive a recommendation from similar users on where to store a new bookmark. A prototype system called CariBo has been implemented as a plugin for the central bookmark server software SiteBar. All findings have been evaluated on a reasonably large scale, real user dataset with promising results, and possible implications for shared and social bookmarking systems are discussed.}, keywords = {2007 myown studienarbeit } } @article{benz07-supporting, title = {Suppporting Collaborative Hierarchical Classification: Bookmarks as an Example}, author = {Dominik Benz and Karen H. L. Tso and Lars Schmidt-Thieme}, journal = {Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure}, number = {16}, pages = {4574--4585}, url = {http://dx.doi.org/10.1016/j.comnet.2007.06.014}, volume = {51}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2672348691746d55cd7eb05022ed91ef9/dbenz}, abstract = {Bookmarks (or favorites, hotlists) are popular strategies to relocate interesting websites on the WWW by creating a personalized URL repository. Most current browsers offer a facility to locally store and manage bookmarks in a hierarchy of folders; though, with growing size, users reportedly have trouble to create and maintain a stable organization structure. 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-neighbor-classifiers is used to derive a recommendation from similar users on where to store a new bookmark. A prototype system called CariBo has been implemented as a plugin for the central bookmark server software SiteBar. All findings have been evaluated on a reasonably large scale, real user dataset with promising results, and possible implications for shared and social bookmarking systems are discussed.}, keywords = {2007 myown studienarbeit } } @article{benz07-supporting, title = {Suppporting Collaborative Hierarchical Classification: Bookmarks as an Example}, author = {Dominik Benz and Karen H. L. Tso and Lars Schmidt-Thieme}, journal = {Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2aad3ecd17f5b738a7035c9f37ffe988d/krass}, description = {in press}, keywords = {collaborative-classification } } @article{benz07-supporting, title = {Suppporting Collaborative Hierarchical Classification: Bookmarks as an Example}, author = {Dominik Benz and Karen H. L. Tso and Lars Schmidt-Thieme}, journal = {Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure}, year = {2007}, biburl = {http://www.bibsonomy.org/bibtex/2aad3ecd17f5b738a7035c9f37ffe988d/stumme}, description = {in press}, keywords = {bookmarks classification collaborative hierarchical } }