Who tags the tags? A framework for bookmark weighting
Proceedings of the 18th ACM conference on Information and knowledge management, 2009•dl.acm.org
In this work we propose a novel framework for bookmark weighting which allows us to
estimate the effectiveness of each of the bookmarks individually. We show that by weighting
bookmarks according to their estimated quality we can significantly improve search
effectiveness. Using empirical evaluation on real data gathered from two large bookmarking
systems, we demonstrate the effectiveness of the new framework for search enhancement.
estimate the effectiveness of each of the bookmarks individually. We show that by weighting
bookmarks according to their estimated quality we can significantly improve search
effectiveness. Using empirical evaluation on real data gathered from two large bookmarking
systems, we demonstrate the effectiveness of the new framework for search enhancement.
In this work we propose a novel framework for bookmark weighting which allows us to estimate the effectiveness of each of the bookmarks individually. We show that by weighting bookmarks according to their estimated quality we can significantly improve search effectiveness. Using empirical evaluation on real data gathered from two large bookmarking systems, we demonstrate the effectiveness of the new framework for search enhancement.