IEEE - Institute of Electrical and Electronics Engineers, Inc. - Using Temporal Information to Improve Predictive Accuracy of Collaborative Filtering Algorithms

2010 12th Asia Pacific Web Conference (APWEB)

Author(s): Jia Rongfei ; Jin Maozhong ; Liu Chao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2010
Conference Location: Busan, Korea (South), Korea (South)
Conference Date: 6 April 2010
Page(s): 301 - 306
ISBN (Electronic): 978-1-4244-6600-9
ISBN (Paper): 978-1-7695-4012-2
DOI: 10.1109/APWeb.2010.40
Regular:

In recent years, collaborative filtering becomes one of the most successful recommender systems. Its key technique is to predict new ratings from the known ratings. Unfortunately, in the previous... View More

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