AE-TTIE JI*, CHEOL YEON*, HEUNG-NAM KIM* AND GEUN-SIK JO**
Lecture Notes in Artificial Intelligence ("20th Australian Joint Conference on Artificial Intelligence"), Vol. 4830, pp. 377-386, Springer-Verlag, Dec. 2007
20th Australian Joint Conference on Artificial Intelligence - AustAI 2007 (acceptance rate : 31% 60/194)
abstract.
This paper proposes a collaborative filtering method with user-created tags focusing on changes of web content and internet services. Collaborative tagging is employed as an approach in order to grasp and filter users’ preferences for items. In addition, we explore several advantages of collaborative tagging for future searching and information sharing which is used for automatic analysis of user preference and recommendation. We present empirical experiments using real dataset from del.icio.us to demonstrate our algorithm and evaluate performance compared with existing works.
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Collaborative_Tagging_in_Recommender_Systems1.ppt
