Intelligent Techniques for Web Personalization
Papers from the 2006 AAAI Workshop
Bamshad Mobasher and Sarabjot Singh, Program Cochairs
Technical Report WS-06-10 published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
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Contents
Organizing Committee / vii
Bamshad Mobasher and Sarabjot Singh
Scalable Collaborative Filtering Based on Latent Semantic Indexing / 1
Panagiotis Symeonidis, Alexandros Nanopoulos, Apostolos Papadopoulos, and Yannis Manolopoulos
Cross System Personalization by Factor Analysis / 10
Bhaskar Mehta, Thomas Hofmann, and Peter Fankhauser
The Necessary but Not Sufficient Role of Ontologies in Applications Requiring Personalized Content Filtering / 19
Santtu Toivonen and Oriana Riva
Improving Reranking of Search Results using Collaborative Filtering / 31
Rohini Uppuluri and Vamshi Ambati
Applying Collaborative Filtering Techniques to the Movie Search for Better Ranking and Browsing / 38
Seung-Taek Park, David M. Pennock, and Dennis DeCoste
Securing Collaborative Filtering against Malicious Attacks through Anomaly Detection / 50
Runa Bhaumik, Chad Williams, Bamshad Mobasher, and Robin Burke