A Fast Effective Multi-Channeled Tag Recommender
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ECML PKDD Discovery Challenge 2009 (DC09), 497, Bled, Slovenia, CEUR Workshop Proceedings, (September 2009)

Collaborative tagging applications allow users to annotate online resources, resulting in a complex three dimensional network of interrelated users, resources and tags often called a folksonom A pivotal challenge of these systems remains the inclusion of the varied information channels introduced by the multi-dimensional folksonomy into recommendation techniques. In this paper we propose a composite tag recommender based upon popularity and collaborative filtering. These recommenders were chosen based on their speed, memory requirements and ability to cover complimentary channels of the folksonomy. Alone these recommenders perform poorly; together they achieve a synergy which proves to be as effective as state of the art tag recommenders.
  • @stephandoerfel
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