@inproceedings{markines2006bookmark,
  abstract = {GiveALink.org is a social bookmarking site where users may donate and view their personal bookmark files online se- curely. The bookmarks are analyzed to build a new gener- ation of intelligent information retrieval techniques to recom- mend, search, and personalize the Web. GiveALink does not use tags, content, or links in the submitted Web pages. Instead we present a semantic similarity measure for URLs that takes advantage both of the hierarchical structure in the bookmark files of individual users, and of collaborative filtering across users. In addition, we build a recommendation and search engine from ranking algorithms based on popularity and nov- elty measures extracted from the similarity-induced network. Search results can be personalized using the bookmarks sub- mitted by a user. We evaluate a subset of the proposed ranking measures by conducting a study with human subjects},
  author = {Markines, Ben and Stoilova, Lubomira and Menczer, Filippo},
  booktitle = {AAAI},
  file = {markines2006bookmark.pdf:markines2006bookmark.pdf:PDF},
  interhash = {e80714bc85d22a0a79e8b363f48fd12b},
  intrahash = {89ffd4f030c433a39017f1aa2eb43185},
  lastdatemodified = {2006-10-11},
  lastname = {Markines},
  own = {notown},
  pdf = {markines06-bookmark.pdf},
  publisher = {AAAI Press},
  read = {notread},
  title = {Bookmark Hierarchies and Collaborative Recommendation},
  url = {http://www.aaai.org/Library/AAAI/aaai06contents.php},
  year = 2006
}